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": 0.933,
"criticality": "low",
"id": "BIOPULSE-105600",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T14:04:12Z",
"trace_id": "8ef999d3-949d-4e12-98be-10c79605f4d0"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 240,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-D3E24B3F",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-70C0EA",
"timestamp": "2026-04-12T13:22:12Z",
"vitals": {
"cortisol_ugdl": 8.4,
"glucose": 91.4,
"hr": 86,
"qt_interval_ms": 399,
"spo2": 95,
... | {
"anomaly_score": 0.8,
"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",
"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": 0.977,
"criticality": "high",
"id": "BIOPULSE-105601",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T10:11:06Z",
"trace_id": "d858a26d-a09a-4b59-b4a3-d5ef8867c2c7"
} | {
"age_group": "31-50",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 16,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-A5FD29D9",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-B806AE",
"timestamp": "2026-04-12T08:55:06Z",
"vitals": {
"cortisol_ugdl": 7.4,
"glucose": 101.6,
"hr": 64,
"qt_interval_ms": 412,
"spo2"... | {
"anomaly_score": 0.92,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity 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": 0.86,
"criticality": "high",
"id": "BIOPULSE-105602",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T15:27:54Z",
"trace_id": "c4905353-f6cf-4bab-b043-b78ce0f895bf"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"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-9751D534",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-25C68D",
"timestamp": "2026-04-12T14:16:54Z",
"vitals": {
"cortisol_ugdl": 7.1,
"glucose": 95.3,
"hr": 79,
"qt_interval_ms": 402,
"spo2": 97,
... | {
"anomaly_score": 0.75,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade 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": 0.88,
"criticality": "high",
"id": "BIOPULSE-105603",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T01:31:23Z",
"trace_id": "54a605cf-73fa-4e03-800a-a1c76ecadf51"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 16,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-B69BEC41",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-409257",
"timestamp": "2026-04-12T00:56:23Z",
"vitals": {
"cortisol_ugdl": 7.7,
"glucose": 99.7,
"hr": 74,
"qt_interval_ms": 435,
"spo2": 95,
... | {
"anomaly_score": 0.91,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia 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": 0.867,
"criticality": "low",
"id": "BIOPULSE-105604",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-13T00:15:56Z",
"trace_id": "3757f460-e0a8-4c0c-9672-00f2217df4e0"
} | {
"age_group": "31-50",
"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": 137,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-8C046F0C",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-47B7CC",
"timestamp": "2026-04-12T23:16:56Z",
"vitals": {
"cortisol_ugdl": 6.8,
"glucose": 86.9,
"hr": 57,
"qt_interval_ms": 405,
"spo2": 98,
"s... | {
"anomaly_score": 0.86,
"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": 0.961,
"criticality": "low",
"id": "BIOPULSE-105605",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T16:46:13Z",
"trace_id": "0f5423ac-f13c-4a9a-a5ca-486ebf1f323a"
} | {
"age_group": "31-50",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 156,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-17766431",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-B72110",
"timestamp": "2026-04-12T15:43:13Z",
"vitals": {
"cortisol_ugdl": 9,
"glucose": 97,
"hr": 73,
"qt_interval_ms": 398,
"spo2": 98,
... | {
"anomaly_score": 0.88,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade 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": 0.953,
"criticality": "life_threatening",
"id": "BIOPULSE-105606",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T02:50:23Z",
"trace_id": "07c7f461-54bf-4685-82a0-d811b6dc6140"
} | {
"age_group": "51-70",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 46,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-B04A0F7B",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-58826E",
"timestamp": "2026-04-12T01:53:23Z",
"vitals": {
"cortisol_ugdl": 7.3,
"glucose": 101.7,
"hr": 65,
"qt_interval_ms": 423,
"spo2... | {
"anomaly_score": 0.85,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity 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": 0.931,
"criticality": "medium",
"id": "BIOPULSE-105607",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T07:56:59Z",
"trace_id": "b206c39e-db3d-4467-a749-ab4e0f4f51ed"
} | {
"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": 184,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-C6FAB2E9",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-CD6A68",
"timestamp": "2026-04-12T07:01:59Z",
"vitals": {
"cortisol_ugdl": 9.7,
"glucose": 92.2,
"hr": 91,
"qt_interval_ms": 406,
"spo2"... | {
"anomaly_score": 0.71,
"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": 0.902,
"criticality": "low",
"id": "BIOPULSE-105608",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T04:23:51Z",
"trace_id": "2d3da008-dcc5-4e34-b465-6ce3581d027c"
} | {
"age_group": "31-50",
"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": 74,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-145AA24D",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-57EEFD",
"timestamp": "2026-04-12T03:32:51Z",
"vitals": {
"cortisol_ugdl": 18.1,
"glucose": 111.7,
"hr": 90,
"qt_interval_ms": 429,
"spo2": 96,
... | {
"anomaly_score": 0.94,
"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": 0.963,
"criticality": "life_threatening",
"id": "BIOPULSE-105609",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T06:26:57Z",
"trace_id": "25028033-bbf0-4b33-ae2a-5ee66480a876"
} | {
"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": 194,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-E617E4F5",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-C81E39",
"timestamp": "2026-04-12T05:25:57Z",
"vitals": {
"cortisol_ugdl": 8.3,
"glucose": 88.4,
"hr": 111,
"qt_interval_ms": 406,
"spo2": 96,
... | {
"anomaly_score": 0.88,
"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": 0.941,
"criticality": "medium",
"id": "BIOPULSE-105610",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T09:12:18Z",
"trace_id": "8751ca75-21c0-4272-9966-a4d2259ad3cc"
} | {
"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": 179,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-B35C6F5E",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-B1596C",
"timestamp": "2026-04-12T08:26:18Z",
"vitals": {
"cortisol_ugdl": 8.8,
"glucose": 95.6,
"hr": 90,
"qt_interval_ms": 413,
"spo2":... | {
"anomaly_score": 0.99,
"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": 0.913,
"criticality": "medium",
"id": "BIOPULSE-105611",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T12:50:07Z",
"trace_id": "b0ddc151-e758-4e50-8e19-6dd552e9439d"
} | {
"age_group": "51-70",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 209,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-14EBD481",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-8FFE04",
"timestamp": "2026-04-12T11:52:07Z",
"vitals": {
"cortisol_ugdl": 13.2,
"glucose": 147.7,
"hr": 91,
"qt_interval_ms": 417,
"spo2": 9... | {
"anomaly_score": 0.8,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade 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": 0.866,
"criticality": "low",
"id": "BIOPULSE-105612",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T23:46:41Z",
"trace_id": "5a1a160e-7e0d-4efd-9758-159eb6776799"
} | {
"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": 56,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-E039E016",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-3585E4",
"timestamp": "2026-04-12T22:48:41Z",
"vitals": {
"cortisol_ugdl": 9.5,
"glucose": 95.4,
"hr": 107,
"qt_interval_ms": 408,
"spo2": 96... | {
"anomaly_score": 0.75,
"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": 0.905,
"criticality": "low",
"id": "BIOPULSE-105613",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T05:30:03Z",
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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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} |
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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} |
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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} |
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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} |
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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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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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": 0.954,
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"id": "BIOPULSE-105627",
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"timestamp": "2026-04-12T21:18:52Z",
"trace_id": "bbcb34a4-5eb1-41d3-a7c5-0338195f8082"
} | {
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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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"vitals": {
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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": 0.952,
"criticality": "life_threatening",
"id": "BIOPULSE-105628",
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"trace_id": "b5c306e0-7d5d-4d7e-afb0-ea26abec6331"
} | {
"age_group": "18-30",
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"asthma"
],
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} | {
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"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
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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-DF5EDF",
"timestamp": "2026-04-12T11:56:09Z",
"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity 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": 0.933,
"criticality": "low",
"id": "BIOPULSE-105629",
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"timestamp": "2026-04-12T15:27:35Z",
"trace_id": "023d94cf-752a-4f6f-8620-aac05b7ab43b"
} | {
"age_group": "18-30",
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"asthma"
],
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} | {
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"MEDICATION_INGESTION_A",
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"sensor_id": "SENS-700725",
"timestamp": "2026-04-12T14:42:35Z",
"vitals": {
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... | {
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"signature": "Predictive Drug_Interaction_Toxicity 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": 0.857,
"criticality": "medium",
"id": "BIOPULSE-105630",
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"timestamp": "2026-04-12T11:21:42Z",
"trace_id": "88156f36-32ea-489f-b4c7-c09553c9576a"
} | {
"age_group": "18-30",
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"asthma"
],
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} | {
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"DEEP_SLEEP_ENTRY",
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"sensor_id": "SENS-143458",
"timestamp": "2026-04-12T10:26:42Z",
"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"
} | {
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"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.908,
"criticality": "medium",
"id": "BIOPULSE-105631",
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"timestamp": "2026-04-12T01:55:02Z",
"trace_id": "139eae33-912f-44f6-a3f1-62f34f7626c6"
} | {
"age_group": "51-70",
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"none"
],
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} | {
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"MEDICATION_INGESTION_A",
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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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"timestamp": "2026-04-12T01:09:02Z",
"vitals": {
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"spo2"... | {
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"signature": "Predictive Drug_Interaction_Toxicity 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": 0.873,
"criticality": "high",
"id": "BIOPULSE-105632",
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"timestamp": "2026-04-12T15:31:40Z",
"trace_id": "7363de40-e7e2-4c00-a3cd-ab8b1b8a67b5"
} | {
"age_group": "18-30",
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"asthma"
],
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} | {
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"DEEP_SLEEP_ENTRY",
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"prediction_window_minutes": 150,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"timestamp": "2026-04-12T14:13:40Z",
"vitals": {
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... | {
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"signature": "Predictive Nocturnal_Hypoglycemia 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": 0.896,
"criticality": "high",
"id": "BIOPULSE-105633",
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"timestamp": "2026-04-12T01:41:14Z",
"trace_id": "01324826-3de1-44af-8ee8-c4c703a41d31"
} | {
"age_group": "70+",
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"none"
],
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} | {
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"MEDICATION_INGESTION_A",
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"sensor_id": "SENS-66CC46",
"timestamp": "2026-04-12T01:02:14Z",
"vitals": {
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"hr": 67,
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... | {
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"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
} | {
"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": 0.897,
"criticality": "medium",
"id": "BIOPULSE-105634",
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"timestamp": "2026-04-12T16:41:14Z",
"trace_id": "dddaf096-cee5-4e1e-b281-9340e8fc7a25"
} | {
"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",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"sensor_id": "SENS-1A78EF",
"timestamp": "2026-04-12T15:48:14Z",
"vitals": {
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"hr": 90,
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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"
} | {
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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": "medium",
"id": "BIOPULSE-105635",
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"timestamp": "2026-04-12T08:22:22Z",
"trace_id": "df49a66a-b4d4-491b-bb88-e6ec686fa45d"
} | {
"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_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-3CF9DB47",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-8F3FA2",
"timestamp": "2026-04-12T07:01:22Z",
"vitals": {
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"hr": 63,
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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 active_longevity"
} | {
"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": 0.906,
"criticality": "low",
"id": "BIOPULSE-105636",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T09:49:32Z",
"trace_id": "6750a906-7a20-426d-8f11-a4424d564003"
} | {
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"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
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"phenotype": "sedentary_diabetic"
} | {
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"MEDICATION_INGESTION_B",
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"sensor_asset": "O2_Ring",
"sensor_id": "SENS-0BC8B5",
"timestamp": "2026-04-12T08:47:32Z",
"vitals": {
"cortisol_ugdl": 13.8,
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"hr": 80,
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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 sedentary_diabetic"
} | {
"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": 0.953,
"criticality": "low",
"id": "BIOPULSE-105637",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T04:02:14Z",
"trace_id": "92ac6e1d-c79f-4e38-a89d-695c9f6c09ff"
} | {
"age_group": "31-50",
"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",
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"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-4A0A2D",
"timestamp": "2026-04-12T03:06:14Z",
"vitals": {
"cortisol_ugdl": 18.1,
"glucose": 103.4,
"hr": 102,
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... | {
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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 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": 0.969,
"criticality": "medium",
"id": "BIOPULSE-105638",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T02:38:21Z",
"trace_id": "927a7cb2-e11e-4733-9df3-2a00a3743a8d"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
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"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-3D9BA1E6",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-4FC509",
"timestamp": "2026-04-12T01:36:21Z",
"vitals": {
"cortisol_ugdl": 9.2,
"glucose": 108,
"hr": 81,
"qt_interval_ms": 444,
"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 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": 0.935,
"criticality": "life_threatening",
"id": "BIOPULSE-105639",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T21:05:56Z",
"trace_id": "a6cefea2-bc33-489a-b0bc-8108c3eb07b2"
} | {
"age_group": "70+",
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"none"
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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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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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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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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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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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} |
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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} |
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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} |
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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} |
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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} |
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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} |
1.0.0-bio-pulse-sample | {
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} | {
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"spo2_pct",
... | [
{
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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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} |
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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} |
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 | {
"confidence": 0.986,
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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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"tracked_biomarkers": [
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... | [
{
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... | {
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"signature": "Predictive Septic_Shock_Cascade 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": 0.908,
"criticality": "life_threatening",
"id": "BIOPULSE-105692",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T09:07:19Z",
"trace_id": "029143f8-5d87-4460-bd83-965fb01a9268"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 15,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-6AD9773C",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-F88A6A",
"timestamp": "2026-04-12T08:07:19Z",
"vitals": {
"cortisol_ugdl": 7.9,
"glucose": 102.8,
"hr": 70,
"qt_interval_ms": 432,
"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 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": 0.989,
"criticality": "low",
"id": "BIOPULSE-105693",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T01:24:11Z",
"trace_id": "5218cbaf-a3c0-4b35-9194-e6f363905dc6"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 166,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-FB01B757",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-776DD6",
"timestamp": "2026-04-12T00:41:11Z",
"vitals": {
"cortisol_ugdl": 7.2,
"glucose": 102.1,
"hr": 67,
"qt_interval_ms": 433,
"spo2": 96,... | {
"anomaly_score": 0.96,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia 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": 0.889,
"criticality": "high",
"id": "BIOPULSE-105694",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T18:28:17Z",
"trace_id": "04bb4f05-e3c4-476f-81c3-27c7e7e01542"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 132,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-98457D00",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-2C24B2",
"timestamp": "2026-04-12T17:21:17Z",
"vitals": {
"cortisol_ugdl": 7.7,
"glucose": 93.5,
"hr": 73,
"qt_interval_ms": 426,
"spo2": 96,
... | {
"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 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": 0.891,
"criticality": "low",
"id": "BIOPULSE-105695",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T05:49:25Z",
"trace_id": "cc88f085-c4be-4973-bffc-ba0647c68700"
} | {
"age_group": "31-50",
"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": 63,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-7C2BBE8C",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-78E0C5",
"timestamp": "2026-04-12T04:47:25Z",
"vitals": {
"cortisol_ugdl": 18.5,
"glucose": 106.4,
"hr": 86,
"qt_interval_ms": 425,
"spo2": 9... | {
"anomaly_score": 0.92,
"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": 0.878,
"criticality": "low",
"id": "BIOPULSE-105696",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T05:00:49Z",
"trace_id": "efd1f586-9ad0-4b17-bd4b-587a663fac02"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 115,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-913D0CB9",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-2474D5",
"timestamp": "2026-04-12T03:59:49Z",
"vitals": {
"cortisol_ugdl": 7.1,
"glucose": 90.2,
"hr": 67,
"qt_interval_ms": 419,
"spo2":... | {
"anomaly_score": 0.79,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity 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": 0.859,
"criticality": "high",
"id": "BIOPULSE-105697",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T13:25:48Z",
"trace_id": "4edf4741-4c48-45a1-94e6-a372c4e83a21"
} | {
"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": 156,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-E1BB7DD6",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-C9E83F",
"timestamp": "2026-04-12T12:28:48Z",
"vitals": {
"cortisol_ugdl": 10.3,
"glucose": 103.6,
"hr": 93,
"qt_interval_ms": 427,
"spo2": 9... | {
"anomaly_score": 0.79,
"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": 0.893,
"criticality": "life_threatening",
"id": "BIOPULSE-105698",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T03:43:57Z",
"trace_id": "7b94bb79-4243-46a1-b27d-60c6ca6a928d"
} | {
"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": 53,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-CC26493D",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-69736B",
"timestamp": "2026-04-12T02:51:57Z",
"vitals": {
"cortisol_ugdl": 9.1,
"glucose": 96.5,
"hr": 102,
"qt_interval_ms": 408,
"spo2": 93,... | {
"anomaly_score": 0.99,
"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": 0.918,
"criticality": "low",
"id": "BIOPULSE-105699",
"outcome": "patient_stabilized",
"timestamp": "2026-04-13T00:51:57Z",
"trace_id": "b9bc0606-8ae8-4dc3-a79e-e9480d1ea8ef"
} | {
"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": 137,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-45B5EB47",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-548EC4",
"timestamp": "2026-04-12T23:43:57Z",
"vitals": {
"cortisol_ugdl": 10.6,
"glucose": 109.9,
"hr": 95,
"qt_interval_ms": 427,
"spo2": 95,
... | {
"anomaly_score": 0.72,
"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"
]
} |
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