schema_version stringclasses 1
value | event dict | patient_context dict | medical_logic dict | vitals_telemetry listlengths 4 4 | detection_logic dict | simulation dict |
|---|---|---|---|---|---|---|
1.0.0-bio-pulse-sample | {
"confidence": 0.864,
"criticality": "medium",
"id": "BIOPULSE-106800",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T21:33:36Z",
"trace_id": "ae7e5afd-7e43-46d7-8794-07176041ab9b"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 163,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-3430013D",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-04002A",
"timestamp": "2026-04-12T20:49:36Z",
"vitals": {
"cortisol_ugdl": 9.1,
"glucose": 100.9,
"hr": 80,
"qt_interval_ms": 439,
"spo2": 95,
... | {
"anomaly_score": 0.98,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.92,
"criticality": "low",
"id": "BIOPULSE-106801",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T15:23:33Z",
"trace_id": "135116c9-ad87-4d2a-996d-13be8bfc2dd6"
} | {
"age_group": "70+",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 61,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-3080A842",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-C4F3DD",
"timestamp": "2026-04-12T14:05:33Z",
"vitals": {
"cortisol_ugdl": 11.7,
"glucose": 141.2,
"hr": 72,
"qt_interval_ms": 417,
"spo2": 96,
... | {
"anomaly_score": 0.83,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.971,
"criticality": "high",
"id": "BIOPULSE-106802",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:12:56Z",
"trace_id": "57ed48de-9adc-40d3-b9d7-9f2150be004d"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 204,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-E1CC0445",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-002D96",
"timestamp": "2026-04-12T06:14:56Z",
"vitals": {
"cortisol_ugdl": 4.9,
"glucose": 87.8,
"hr": 56,
"qt_interval_ms": 399,
"spo2": 98,
"s... | {
"anomaly_score": 0.79,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.928,
"criticality": "life_threatening",
"id": "BIOPULSE-106803",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T13:11:16Z",
"trace_id": "4e87d927-fff3-407e-ae6c-a540440edb1e"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 22,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-3ED54C83",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-4DB858",
"timestamp": "2026-04-12T12:27:16Z",
"vitals": {
"cortisol_ugdl": 9.8,
"glucose": 98.7,
"hr": 81,
"qt_interval_ms": 441,
"spo2":... | {
"anomaly_score": 0.76,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.96,
"criticality": "low",
"id": "BIOPULSE-106804",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T23:33:11Z",
"trace_id": "ecc68fec-cc54-434e-b0b2-251b8a493f8f"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 94,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-E34D9C53",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-83D629",
"timestamp": "2026-04-12T22:37:11Z",
"vitals": {
"cortisol_ugdl": 9.8,
"glucose": 92.2,
"hr": 110,
"qt_interval_ms": 403,
"spo2": 94,
... | {
"anomaly_score": 0.92,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.931,
"criticality": "high",
"id": "BIOPULSE-106805",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T09:46:14Z",
"trace_id": "56c3605e-3e4a-4cd3-8b68-e0088c73e6bb"
} | {
"age_group": "31-50",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 182,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-7DFC9C2B",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-2DDC49",
"timestamp": "2026-04-12T09:03:14Z",
"vitals": {
"cortisol_ugdl": 17.9,
"glucose": 109.8,
"hr": 104,
"qt_interval_ms": 417,
"spo2": ... | {
"anomaly_score": 0.9,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.962,
"criticality": "low",
"id": "BIOPULSE-106806",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T10:27:01Z",
"trace_id": "62844e9a-9ea9-4583-86d7-21916d3e1731"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 201,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-BBE2AF7F",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-AEC627",
"timestamp": "2026-04-12T09:33:01Z",
"vitals": {
"cortisol_ugdl": 10.8,
"glucose": 103.5,
"hr": 76,
"qt_interval_ms": 448,
"spo2... | {
"anomaly_score": 0.78,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.878,
"criticality": "high",
"id": "BIOPULSE-106807",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T01:43:06Z",
"trace_id": "f15418c1-7df4-4bd4-a540-224044772efb"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 171,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-CA444D4B",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-9E2DBE",
"timestamp": "2026-04-12T00:35:06Z",
"vitals": {
"cortisol_ugdl": 5.9,
"glucose": 91.3,
"hr": 56,
"qt_interval_ms": 407,
"spo2": 99,
... | {
"anomaly_score": 0.81,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.919,
"criticality": "high",
"id": "BIOPULSE-106808",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T09:51:16Z",
"trace_id": "69a4a392-6e6e-48ab-b1b1-8a857c5e74a1"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 45,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-AA85B699",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-81E3F3",
"timestamp": "2026-04-12T09:05:16Z",
"vitals": {
"cortisol_ugdl": 9.5,
"glucose": 106.8,
"hr": 91,
"qt_interval_ms": 427,
"spo2": 95... | {
"anomaly_score": 0.87,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.89,
"criticality": "medium",
"id": "BIOPULSE-106809",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T09:55:57Z",
"trace_id": "034c3f1c-f9c9-4902-b93e-c52856488b60"
} | {
"age_group": "51-70",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 204,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-2F0F30C5",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-A7E214",
"timestamp": "2026-04-12T08:54:57Z",
"vitals": {
"cortisol_ugdl": 15.8,
"glucose": 97.8,
"hr": 84,
"qt_interval_ms": 420,
"spo2": 96,
... | {
"anomaly_score": 0.75,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.987,
"criticality": "medium",
"id": "BIOPULSE-106810",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T19:22:45Z",
"trace_id": "a8ced7b5-68f1-4ef4-ae3a-82510991c93d"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 71,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-71377D45",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-5575C9",
"timestamp": "2026-04-12T18:35:45Z",
"vitals": {
"cortisol_ugdl": 9.9,
"glucose": 95,
"hr": 90,
"qt_interval_ms": 411,
"spo2": 96,
... | {
"anomaly_score": 0.72,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.965,
"criticality": "high",
"id": "BIOPULSE-106811",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-13T00:13:54Z",
"trace_id": "3d537f0c-a142-49d2-8753-7f5b09a5e0e8"
} | {
"age_group": "31-50",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 118,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-AAAAE5FC",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-662AB1",
"timestamp": "2026-04-12T23:30:54Z",
"vitals": {
"cortisol_ugdl": 17.3,
"glucose": 103.9,
"hr": 96,
"qt_interval_ms": 413,
"spo2": 9... | {
"anomaly_score": 0.94,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.934,
"criticality": "high",
"id": "BIOPULSE-106812",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T04:08:10Z",
"trace_id": "4a7279d2-0a0a-4fa1-af3c-6e54f6c0fcfe"
} | {
"age_group": "70+",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 83,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-04289432",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-83F7EB",
"timestamp": "2026-04-12T03:26:10Z",
"vitals": {
"cortisol_ugdl": 12.8,
"glucose": 147.4,
"hr": 77,
"qt_interval_ms": 426,
"spo2": 95,
... | {
"anomaly_score": 0.93,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.928,
"criticality": "life_threatening",
"id": "BIOPULSE-106813",
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"timestamp": "2026-04-12T12:41:27Z",
"trace_id": "279caf9d-a7ed-4494-a90b-e308283152bf"
} | {
"age_group": "70+",
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"frailty",
"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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... | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.877,
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"id": "BIOPULSE-106814",
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"trace_id": "b9361ab9-82db-45eb-b453-5458330af202"
} | {
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"asthma"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"vitals": {
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... | {
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"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.976,
"criticality": "high",
"id": "BIOPULSE-106815",
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"timestamp": "2026-04-12T22:45:26Z",
"trace_id": "812d04ae-8e13-46d5-8c3c-b95b665052d7"
} | {
"age_group": "51-70",
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"none"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"vitals": {
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... | {
"anomaly_score": 0.94,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for active_longevity"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.955,
"criticality": "low",
"id": "BIOPULSE-106816",
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"trace_id": "b556ee23-f88f-4be0-a9bf-c3dddeb519bd"
} | {
"age_group": "51-70",
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"none"
],
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} | {
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"TEMPERATURE_SPIKE",
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_id": "SENS-C4693D",
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"vitals": {
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... | {
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"signature": "Predictive Septic_Shock_Cascade for active_longevity"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.946,
"criticality": "low",
"id": "BIOPULSE-106817",
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"timestamp": "2026-04-12T07:25:16Z",
"trace_id": "e71b4e44-1ade-4ba1-83f5-7bffcc132ba2"
} | {
"age_group": "18-30",
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"asthma"
],
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} | {
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"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
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"HEART_RATE_ADRENALINE_JUMP"
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"sensor_asset": "Smart_Watch_V3",
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"timestamp": "2026-04-12T06:41:16Z",
"vitals": {
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... | {
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"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.977,
"criticality": "low",
"id": "BIOPULSE-106818",
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"timestamp": "2026-04-12T13:35:12Z",
"trace_id": "33c658b9-581d-4779-9237-fbd3b7e44278"
} | {
"age_group": "31-50",
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"anxiety",
"sleep_debt"
],
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} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
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"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
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"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 117,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-73C7EED4",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-F23DAE",
"timestamp": "2026-04-12T12:58:12Z",
"vitals": {
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... | {
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"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.916,
"criticality": "low",
"id": "BIOPULSE-106819",
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"timestamp": "2026-04-12T03:24:04Z",
"trace_id": "579bd916-14df-4b5c-870f-8e7c144b6d6b"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
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} | {
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"TEMPERATURE_SPIKE",
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"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-3E321A8F",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-46747C",
"timestamp": "2026-04-12T02:38:04Z",
"vitals": {
"cortisol_ugdl": 9.2,
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"hr": 110,
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"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for pediatric_asthmatic"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.971,
"criticality": "life_threatening",
"id": "BIOPULSE-106820",
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"timestamp": "2026-04-12T18:39:32Z",
"trace_id": "30de8acd-0030-4173-b555-4fd8141e315f"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"LIVER_ENZYME_DRIFT_SIMULATED",
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"sensor_id": "SENS-1CAF79",
"timestamp": "2026-04-12T17:30:32Z",
"vitals": {
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"hr": 80,
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"spo2... | {
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"signature": "Predictive Drug_Interaction_Toxicity for sedentary_diabetic"
} | {
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.85,
"criticality": "medium",
"id": "BIOPULSE-106821",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T04:37:13Z",
"trace_id": "d72df0a7-37b5-4bb5-909f-b0bd9812f19d"
} | {
"age_group": "70+",
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"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
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"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 86,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"sensor_asset": "O2_Ring",
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"timestamp": "2026-04-12T04:03:13Z",
"vitals": {
"cortisol_ugdl": 12.2,
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"hr": 73,
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... | {
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"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for sedentary_diabetic"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.946,
"criticality": "medium",
"id": "BIOPULSE-106822",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T01:14:49Z",
"trace_id": "34893770-b13a-4577-9573-90916ed98c02"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
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"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
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"prediction_window_minutes": 146,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-45500441",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-32DE2B",
"timestamp": "2026-04-12T00:18:49Z",
"vitals": {
"cortisol_ugdl": 10.1,
"glucose": 102.4,
"hr": 79,
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"spo2": 9... | {
"anomaly_score": 0.86,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.984,
"criticality": "low",
"id": "BIOPULSE-106823",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-13T00:57:55Z",
"trace_id": "9ac4f5dc-8dd7-4c2a-85d5-d047dbe929bf"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-1068E792",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-0E8212",
"timestamp": "2026-04-13T00:21:55Z",
"vitals": {
"cortisol_ugdl": 10.9,
"glucose": 103.7,
"hr": 92,
"qt_interval_ms": 428,
"spo2": 9... | {
"anomaly_score": 0.94,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.988,
"criticality": "high",
"id": "BIOPULSE-106824",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T15:23:02Z",
"trace_id": "54a8beed-0dfd-4800-ab0c-8ed3553e88a6"
} | {
"age_group": "51-70",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-9D063D19",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-A8C706",
"timestamp": "2026-04-12T14:23:02Z",
"vitals": {
"cortisol_ugdl": 17.3,
"glucose": 105.9,
"hr": 100,
"qt_interval_ms": 423,
"spo2": 9... | {
"anomaly_score": 0.82,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.898,
"criticality": "high",
"id": "BIOPULSE-106825",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T06:30:58Z",
"trace_id": "a284d2c9-6017-4fed-855b-b993b64389fe"
} | {
"age_group": "31-50",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
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"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
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"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 225,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-4A815612",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-5BED64",
"timestamp": "2026-04-12T05:50:58Z",
"vitals": {
"cortisol_ugdl": 16.2,
"glucose": 100.9,
"hr": 77,
"qt_interval_ms": 418,
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... | {
"anomaly_score": 0.71,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.967,
"criticality": "high",
"id": "BIOPULSE-106826",
"outcome": "morbidity_risk_detected",
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"trace_id": "d3938d96-6b1f-447a-a0a2-880b492206c2"
} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "c3aaeae5-2f4c-4069-801c-ad08cf9d8158"
} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "15e65bb4-f80c-4032-9563-9db8e93b905b"
} | {
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],
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "8241daee-45ff-4449-818a-f60cf288b2ca"
} | {
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"tracked_biomarkers": [
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.877,
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"trace_id": "44401832-09d4-4d92-b6a6-9369dfc1539f"
} | {
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"tracked_biomarkers": [
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "2732df22-4708-4978-be1a-24b0da309cce"
} | {
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} | {
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"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.89,
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"trace_id": "ab1c777b-20c6-4a92-a45e-740adbf688d1"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "ba5646e6-8187-4d40-889b-f99beea06f1f"
} | {
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} | {
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"glucose_mgdl",
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.982,
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"trace_id": "2ab2ef19-b81f-4fe9-af26-f99883d98365"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.953,
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"trace_id": "2ab8a86c-97e5-494d-b355-fdd90b6e89ae"
} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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"timestamp": "2026-04-12T01:31:31Z",
"vitals": {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.868,
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"timestamp": "2026-04-12T07:51:46Z",
"trace_id": "ff4e0f84-76ca-46dc-b2e5-81f85a1bf790"
} | {
"age_group": "70+",
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"phenotype": "geriatric_frailty"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"timestamp": "2026-04-12T06:32:46Z",
"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.92,
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"id": "BIOPULSE-106837",
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"timestamp": "2026-04-12T15:25:00Z",
"trace_id": "41a7e520-eb87-4814-8d31-170381bcd5a4"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"timestamp": "2026-04-12T14:24:00Z",
"vitals": {
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.957,
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"id": "BIOPULSE-106838",
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"timestamp": "2026-04-12T04:35:02Z",
"trace_id": "02dac7a0-7d77-4d41-835b-06e9726f43c4"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"timestamp": "2026-04-12T03:39:02Z",
"vitals": {
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"hr": 97,
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... | {
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"signature": "Predictive Septic_Shock_Cascade for pediatric_asthmatic"
} | {
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.956,
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"id": "BIOPULSE-106839",
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"timestamp": "2026-04-12T22:54:42Z",
"trace_id": "3c73a46c-b0e6-4343-aaf2-127053e10fff"
} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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],
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.876,
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.972,
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"trace_id": "ad18b30e-1d38-491f-a275-ba717319944c"
} | {
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} | {
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{
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.932,
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"trace_id": "9f23b627-176f-45e6-b8e6-5bc21abc6dce"
} | {
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"tracked_biomarkers": [
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.93,
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"trace_id": "bf21484c-fa06-407f-bb8f-145ce0bc2853"
} | {
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"tracked_biomarkers": [
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"cortisol_u... | [
{
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... | {
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"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.986,
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"timestamp": "2026-04-12T18:27:34Z",
"trace_id": "88f0c3e5-6976-4b16-b4d4-4de23afda7a8"
} | {
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} | {
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"tracked_biomarkers": [
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"cortisol_ug... | [
{
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"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
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} |
1.0.0-bio-pulse-sample | {
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"id": "BIOPULSE-106851",
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"timestamp": "2026-04-12T20:30:19Z",
"trace_id": "251cdf73-605e-4d20-b600-510a7ad9dbe8"
} | {
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} | {
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"tracked_biomarkers": [
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"cortisol_u... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"timestamp": "2026-04-12T01:18:28Z",
"trace_id": "50a04ab4-7585-4950-b51d-62152a914b19"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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{
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.889,
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} | {
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"frailty",
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.975,
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"id": "BIOPULSE-106854",
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"trace_id": "51af5ad0-82a4-4744-a08b-4c0eb09ed718"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"vitals": {
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} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.9,
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"trace_id": "a2bc2e9b-db4e-4876-b9db-eb7a8577367d"
} | {
"age_group": "31-50",
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"none"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_id": "SENS-A6FDB0",
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.965,
"criticality": "high",
"id": "BIOPULSE-106856",
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"trace_id": "ee6f97d5-59bf-402f-aa23-d8a88a004aca"
} | {
"age_group": "18-30",
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"asthma"
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "172f6515-fd61-465a-89a9-cbd7834cda5a"
} | {
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"asthma"
],
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} | {
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"tracked_biomarkers": [
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"cortisol_ugdl",
"spo2_pct",
... | [
{
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.88,
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"trace_id": "5fa424f0-63cb-43e1-ad4e-6af5e499c012"
} | {
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"hypertension",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.881,
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"timestamp": "2026-04-12T18:50:15Z",
"trace_id": "b301855f-e63e-4588-bdec-0ee4e0f68e56"
} | {
"age_group": "70+",
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} | {
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"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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"vitals": {
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.985,
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"trace_id": "a3677b76-6dd8-4694-9e35-8bab8c2d3b2f"
} | {
"age_group": "70+",
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.854,
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"timestamp": "2026-04-12T17:30:23Z",
"trace_id": "d3b52ba1-842e-4f21-9f9e-900c9eef78cd"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.956,
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"timestamp": "2026-04-12T10:20:18Z",
"trace_id": "057cd364-4878-4eb6-ac19-2ed4c088cfcb"
} | {
"age_group": "31-50",
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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"timestamp": "2026-04-12T09:42:18Z",
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... | {
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} | {
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.99,
"criticality": "life_threatening",
"id": "BIOPULSE-106863",
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"timestamp": "2026-04-12T06:03:36Z",
"trace_id": "974612fb-0422-43ce-b723-59f8a7720d86"
} | {
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"polypharmacy"
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.89,
"criticality": "medium",
"id": "BIOPULSE-106864",
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"timestamp": "2026-04-12T15:48:44Z",
"trace_id": "5c8ebf69-c004-466d-8536-6132ae8d7ac8"
} | {
"age_group": "70+",
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_id": "SENS-A322C1",
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"vitals": {
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"spo2": 98,... | {
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"signature": "Predictive Septic_Shock_Cascade for active_longevity"
} | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.89,
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"id": "BIOPULSE-106865",
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"timestamp": "2026-04-12T18:21:43Z",
"trace_id": "36fab17f-eab1-4c5b-997e-b7f6c6d47342"
} | {
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"hypertension",
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} | {
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"cortisol_u... | [
{
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "6329b3b3-32aa-465b-b05c-c4e8567a5ebe"
} | {
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.873,
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"trace_id": "d6488a4d-1e38-49f6-90c2-f2619f0ae660"
} | {
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"none"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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} | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.981,
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"trace_id": "e43d9145-b97b-4145-b5dc-cd00a50f5242"
} | {
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"anxiety",
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"vitals": {
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.864,
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} | {
"age_group": "18-30",
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"asthma"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"vitals": {
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} | {
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.892,
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"trace_id": "257685ed-766d-4324-a521-0d65915c229a"
} | {
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"type_2_diabetes",
"hypertension",
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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} | {
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
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"trace_id": "53e79bcd-be08-48a9-9ee0-13d828612088"
} | {
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.976,
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"trace_id": "2dfa5c98-e522-46c5-8c3c-9f4afcedf2dc"
} | {
"age_group": "70+",
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"frailty",
"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"vitals": {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.867,
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"trace_id": "8212fa99-4b40-4378-bcc7-606136610621"
} | {
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"frailty",
"polypharmacy"
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.967,
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"trace_id": "ba826dac-0533-46ac-87fa-aa2d9de2faa2"
} | {
"age_group": "18-30",
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"asthma"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"timestamp": "2026-04-12T22:28:45Z",
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... | {
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} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.93,
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"timestamp": "2026-04-12T20:45:08Z",
"trace_id": "3d3c8a90-2c14-4f9c-aed4-106cc9d763fb"
} | {
"age_group": "70+",
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"vitals": {
"cortisol_ugdl": 7.5,
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} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.888,
"criticality": "low",
"id": "BIOPULSE-106876",
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"timestamp": "2026-04-12T12:01:42Z",
"trace_id": "9b0d748d-13c5-4f88-995f-17b449d6ee94"
} | {
"age_group": "51-70",
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"anxiety",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"timestamp": "2026-04-12T11:13:42Z",
"vitals": {
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"spo2": ... | {
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} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.947,
"criticality": "low",
"id": "BIOPULSE-106877",
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"timestamp": "2026-04-12T14:19:49Z",
"trace_id": "8095fa2a-c64b-499a-9abf-cc5ed9644968"
} | {
"age_group": "31-50",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"timestamp": "2026-04-12T13:29:49Z",
"vitals": {
"cortisol_ugdl": 8,
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"hr": 62,
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"spo2": ... | {
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"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.866,
"criticality": "life_threatening",
"id": "BIOPULSE-106878",
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"timestamp": "2026-04-12T09:38:11Z",
"trace_id": "08bd6e4c-6587-4d54-80a7-d15849c4fe59"
} | {
"age_group": "70+",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
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{
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"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-5F03E9",
"timestamp": "2026-04-12T05:59:52Z",
"vitals": {
"cortisol_ugdl": 17.6,
"glucose": 107.1,
"hr": 87,
"qt_interval_ms": 423,
"spo... | {
"anomaly_score": 0.98,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.912,
"criticality": "high",
"id": "BIOPULSE-106892",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T01:35:42Z",
"trace_id": "b8b9b020-742e-461e-95b0-84237d9e79a5"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 81,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-FF797AC5",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-703053",
"timestamp": "2026-04-12T00:40:42Z",
"vitals": {
"cortisol_ugdl": 8,
"glucose": 92.8,
"hr": 93,
"qt_interval_ms": 413,
"spo2": 95,
... | {
"anomaly_score": 0.74,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.947,
"criticality": "high",
"id": "BIOPULSE-106893",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:25:08Z",
"trace_id": "90b48eb5-1e96-4418-b5c3-8efc3452d31a"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 141,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-1E43C541",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-7E9348",
"timestamp": "2026-04-12T06:24:08Z",
"vitals": {
"cortisol_ugdl": 10.4,
"glucose": 103.1,
"hr": 92,
"qt_interval_ms": 428,
"spo2": 9... | {
"anomaly_score": 0.82,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.896,
"criticality": "medium",
"id": "BIOPULSE-106894",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T17:18:53Z",
"trace_id": "be911c33-82ea-47d0-8aa5-fc9c19473452"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 211,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-B67273CD",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-6D47CC",
"timestamp": "2026-04-12T16:07:53Z",
"vitals": {
"cortisol_ugdl": 5.1,
"glucose": 92.8,
"hr": 56,
"qt_interval_ms": 409,
"spo2": 98,
... | {
"anomaly_score": 0.95,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.934,
"criticality": "high",
"id": "BIOPULSE-106895",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T08:18:17Z",
"trace_id": "5da09ac5-1f2c-45ce-9e2b-3d8f4b556eae"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 223,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-FA373F68",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-95E38C",
"timestamp": "2026-04-12T07:25:17Z",
"vitals": {
"cortisol_ugdl": 9.9,
"glucose": 88.5,
"hr": 103,
"qt_interval_ms": 401,
"spo2": 93,
... | {
"anomaly_score": 0.81,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.979,
"criticality": "high",
"id": "BIOPULSE-106896",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T12:10:34Z",
"trace_id": "1b941bd6-ca9b-4714-8efc-84585401beb6"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 48,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-186D3749",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-C90173",
"timestamp": "2026-04-12T11:16:34Z",
"vitals": {
"cortisol_ugdl": 8.7,
"glucose": 87.5,
"hr": 92,
"qt_interval_ms": 413,
"spo2"... | {
"anomaly_score": 0.98,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.99,
"criticality": "medium",
"id": "BIOPULSE-106897",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T22:25:28Z",
"trace_id": "ca47c77f-c728-4f4b-aa91-28f843ef8fa9"
} | {
"age_group": "31-50",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 204,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-48816DC9",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-0E6116",
"timestamp": "2026-04-12T21:56:28Z",
"vitals": {
"cortisol_ugdl": 10.6,
"glucose": 139.5,
"hr": 81,
"qt_interval_ms": 424,
"spo2": 95,... | {
"anomaly_score": 0.94,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.867,
"criticality": "medium",
"id": "BIOPULSE-106898",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T09:22:03Z",
"trace_id": "060b2e26-502e-4208-ba13-37363dc2272d"
} | {
"age_group": "51-70",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 153,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-735F964C",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-A1A400",
"timestamp": "2026-04-12T08:36:03Z",
"vitals": {
"cortisol_ugdl": 17.5,
"glucose": 112,
"hr": 90,
"qt_interval_ms": 430,
"spo2": 97,
... | {
"anomaly_score": 0.99,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.907,
"criticality": "medium",
"id": "BIOPULSE-106899",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T01:48:11Z",
"trace_id": "9d446815-24fa-4b36-8cd7-620447af4d28"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 26,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-A9F95153",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-7579DE",
"timestamp": "2026-04-12T00:56:11Z",
"vitals": {
"cortisol_ugdl": 9.9,
"glucose": 95.2,
"hr": 110,
"qt_interval_ms": 399,
"spo2": 94,... | {
"anomaly_score": 0.82,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
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