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": 0.93,
"criticality": "low",
"id": "BIOPULSE-109700",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T08:34:31Z",
"trace_id": "6afe48d3-5c46-42bc-bc32-3f0f6e09ffcd"
} | {
"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": 69,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-3E2BB6C0",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-06A46E",
"timestamp": "2026-04-12T07:51:31Z",
"vitals": {
"cortisol_ugdl": 9.5,
"glucose": 95.9,
"hr": 90,
"qt_interval_ms": 413,
"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 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": 0.909,
"criticality": "life_threatening",
"id": "BIOPULSE-109701",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T21:48:24Z",
"trace_id": "7c9c74f8-1a28-4048-91f3-c3898be33e87"
} | {
"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": 116,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-9B2B0036",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-A678C2",
"timestamp": "2026-04-12T21:02:24Z",
"vitals": {
"cortisol_ugdl": 8,
"glucose": 86.9,
"hr": 88,
"qt_interval_ms": 399,
"spo2": 96,
"... | {
"anomaly_score": 0.89,
"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": 0.939,
"criticality": "life_threatening",
"id": "BIOPULSE-109702",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T17:50:29Z",
"trace_id": "4c21823b-287e-479e-9696-05e2a234cef8"
} | {
"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": 178,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-9BC17444",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-8EECA1",
"timestamp": "2026-04-12T16:52:29Z",
"vitals": {
"cortisol_ugdl": 8,
"glucose": 99.7,
"hr": 67,
"qt_interval_ms": 409,
"spo2": 99,
... | {
"anomaly_score": 0.84,
"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": 0.902,
"criticality": "low",
"id": "BIOPULSE-109703",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T22:25:10Z",
"trace_id": "39bb50ee-1cf5-41fa-9624-01fe7a636fce"
} | {
"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": 32,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-3E3283BD",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-2A37FA",
"timestamp": "2026-04-12T21:27:10Z",
"vitals": {
"cortisol_ugdl": 9.9,
"glucose": 107.6,
"hr": 81,
"qt_interval_ms": 446,
"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 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": "medium",
"id": "BIOPULSE-109704",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T23:28:59Z",
"trace_id": "5b58ebde-078b-453a-8178-827a4be0f76e"
} | {
"age_group": "51-70",
"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": 20,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-F3805589",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-4D681B",
"timestamp": "2026-04-12T22:37:59Z",
"vitals": {
"cortisol_ugdl": 6.8,
"glucose": 89,
"hr": 53,
"qt_interval_ms": 400,
"spo2": 98,
... | {
"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 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": 0.939,
"criticality": "medium",
"id": "BIOPULSE-109705",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T21:25:15Z",
"trace_id": "6b5d802b-4ad1-4d4f-90d8-3f0a252892fa"
} | {
"age_group": "31-50",
"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": 22,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-E4525D56",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-692218",
"timestamp": "2026-04-12T20:24:15Z",
"vitals": {
"cortisol_ugdl": 14.1,
"glucose": 153.3,
"hr": 96,
"qt_interval_ms": 422,
"spo2": 96... | {
"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 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": 0.893,
"criticality": "high",
"id": "BIOPULSE-109706",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T14:35:26Z",
"trace_id": "f38b2d5d-2b0b-47c2-a613-06090b72c4ff"
} | {
"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": 94,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-8CB9A463",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-3A20A5",
"timestamp": "2026-04-12T13:42:26Z",
"vitals": {
"cortisol_ugdl": 8.3,
"glucose": 99.9,
"hr": 82,
"qt_interval_ms": 400,
"spo2": 96,... | {
"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 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": 0.858,
"criticality": "high",
"id": "BIOPULSE-109707",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T07:50:43Z",
"trace_id": "02c6242b-8f3c-439d-a1bc-38ca97839b51"
} | {
"age_group": "51-70",
"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": 232,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-2737814C",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-BC8FD9",
"timestamp": "2026-04-12T07:06:43Z",
"vitals": {
"cortisol_ugdl": 11.2,
"glucose": 138,
"hr": 75,
"qt_interval_ms": 423,
"spo2": 96,
... | {
"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 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": 0.855,
"criticality": "high",
"id": "BIOPULSE-109708",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T04:37:16Z",
"trace_id": "ddabfb2e-bc57-4e66-9185-e3dfaa7d91a2"
} | {
"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": 206,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-20EBA0F3",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-46F051",
"timestamp": "2026-04-12T03:54:16Z",
"vitals": {
"cortisol_ugdl": 7.2,
"glucose": 94.8,
"hr": 80,
"qt_interval_ms": 401,
"spo2": 98,
... | {
"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 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": 0.986,
"criticality": "high",
"id": "BIOPULSE-109709",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T01:13:36Z",
"trace_id": "6b4bffbe-3e9b-4a0f-a2d7-aa298e692106"
} | {
"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": 28,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-2CB3CF2C",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-CE63AD",
"timestamp": "2026-04-12T00:23:36Z",
"vitals": {
"cortisol_ugdl": 6.9,
"glucose": 101,
"hr": 67,
"qt_interval_ms": 428,
"spo2": 95,
"sy... | {
"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": 0.931,
"criticality": "low",
"id": "BIOPULSE-109710",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T22:12:53Z",
"trace_id": "683a6884-3790-4443-bb19-bd7b136b1381"
} | {
"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": 82,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-8CA16872",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-624A44",
"timestamp": "2026-04-12T21:33:53Z",
"vitals": {
"cortisol_ugdl": 18.7,
"glucose": 108.2,
"hr": 87,
"qt_interval_ms": 433,
"spo2": 9... | {
"anomaly_score": 0.78,
"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": 0.969,
"criticality": "life_threatening",
"id": "BIOPULSE-109711",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T04:23:13Z",
"trace_id": "75768ab9-c379-4eb8-aa45-92484ecc95a2"
} | {
"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": 146,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-3DC3DDA2",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-9CF79A",
"timestamp": "2026-04-12T03:30:13Z",
"vitals": {
"cortisol_ugdl": 8.1,
"glucose": 92.5,
"hr": 63,
"qt_interval_ms": 418,
"spo2": 99,
... | {
"anomaly_score": 0.99,
"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": 0.956,
"criticality": "low",
"id": "BIOPULSE-109712",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T11:15:45Z",
"trace_id": "1e1464f2-647f-46c9-8fec-cfe04fddd1d6"
} | {
"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": 166,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-05A51D97",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-9853A4",
"timestamp": "2026-04-12T10:10:45Z",
"vitals": {
"cortisol_ugdl": 18.2,
"glucose": 109.1,
"hr": 86,
"qt_interval_ms": 430,
"spo2": 9... | {
"anomaly_score": 0.93,
"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": 0.908,
"criticality": "high",
"id": "BIOPULSE-109713",
"outcome": "morbidity_risk_detected",
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"trace_id": "7437cd1f-b1ad-4229-8025-ee70dec08885"
} | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.891,
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} | {
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],
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} | {
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"tracked_biomarkers": [
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.867,
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} | {
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"anxiety",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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{
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"signature": "Predictive Drug_Interaction_Toxicity for high_stress_corporate"
} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.851,
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"trace_id": "478c1953-fd15-4bb7-8bee-0c52f49a40dc"
} | {
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"frailty",
"polypharmacy"
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
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"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.892,
"criticality": "high",
"id": "BIOPULSE-109717",
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"trace_id": "b0af0704-7e46-4269-a45d-0e05142c0421"
} | {
"age_group": "70+",
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"none"
],
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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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"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.912,
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"id": "BIOPULSE-109718",
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"timestamp": "2026-04-12T10:32:16Z",
"trace_id": "054efeea-b799-415a-b3a4-e660246faafd"
} | {
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"hypertension",
"obesity"
],
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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": "2026-04-12T09:25:16Z",
"vitals": {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.871,
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"trace_id": "f7c4e3ad-1dad-48cb-aa12-a23361bcc95f"
} | {
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"type_2_diabetes",
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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": "2026-04-12T20:08:53Z",
"vitals": {
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... | {
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} | {
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.862,
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"trace_id": "4a08ea0f-be24-4a26-9a99-7a8c318756fb"
} | {
"age_group": "18-30",
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_u... | [
{
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"timestamp": "2026-04-12T11:01:04Z",
"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
} | {
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.93,
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"id": "BIOPULSE-109721",
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"timestamp": "2026-04-12T12:35:53Z",
"trace_id": "62787a93-fbc8-4ba4-ab69-50ea4723bf20"
} | {
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"hypertension",
"obesity"
],
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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": "2026-04-12T11:44:53Z",
"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for sedentary_diabetic"
} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.965,
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"id": "BIOPULSE-109722",
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"timestamp": "2026-04-12T09:09:19Z",
"trace_id": "901b9645-3be5-4845-8c15-cef52aba34a4"
} | {
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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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"timestamp": "2026-04-12T08:24:19Z",
"vitals": {
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"hr": 81,
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... | {
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"signature": "Predictive Septic_Shock_Cascade for active_longevity"
} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.952,
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"timestamp": "2026-04-12T12:01:55Z",
"trace_id": "ca089430-e97a-4b18-80d1-0b5bf2a56974"
} | {
"age_group": "51-70",
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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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"timestamp": "2026-04-12T11:18:55Z",
"vitals": {
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"hr": 71,
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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 active_longevity"
} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.972,
"criticality": "medium",
"id": "BIOPULSE-109724",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-13T00:58:34Z",
"trace_id": "651fb306-db79-42c1-8756-97adec4c5242"
} | {
"age_group": "70+",
"existing_conditions": [
"frailty",
"polypharmacy"
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} | {
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"prediction_window_minutes": 16,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"sensor_id": "SENS-9201E5",
"timestamp": "2026-04-13T00:15:34Z",
"vitals": {
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"hr": 79,
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"spo2... | {
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"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.981,
"criticality": "high",
"id": "BIOPULSE-109725",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T08:54:48Z",
"trace_id": "293e3c1b-0127-4803-82af-4efaa7402654"
} | {
"age_group": "18-30",
"existing_conditions": [
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"phenotype": "pediatric_asthmatic"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-8EA23520",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-EC9020",
"timestamp": "2026-04-12T08:12:48Z",
"vitals": {
"cortisol_ugdl": 8.7,
"glucose": 87.1,
"hr": 103,
"qt_interval_ms": 403,
"spo2": 96,... | {
"anomaly_score": 0.74,
"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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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.906,
"criticality": "life_threatening",
"id": "BIOPULSE-109726",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T18:48:06Z",
"trace_id": "de5be2c9-d9ad-4dff-b073-1e99e9e4022a"
} | {
"age_group": "18-30",
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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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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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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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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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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"trace_id": "890e36c0-ecca-4a9d-8f39-3cf4c73dbef4"
} | {
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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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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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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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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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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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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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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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"hr": 84,
"qt_interval_ms": 429,
"spo2": 96,... | {
"anomaly_score": 0.74,
"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",
"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": 0.93,
"criticality": "high",
"id": "BIOPULSE-109792",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T23:10:27Z",
"trace_id": "804e1f68-7a4f-4259-a05f-97c2083d815c"
} | {
"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": 170,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-F174C414",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-070D14",
"timestamp": "2026-04-12T22:37:27Z",
"vitals": {
"cortisol_ugdl": 8.1,
"glucose": 81.6,
"hr": 89,
"qt_interval_ms": 405,
"spo2": 94,
... | {
"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 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": 0.968,
"criticality": "high",
"id": "BIOPULSE-109793",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T12:23:59Z",
"trace_id": "aa9f4bb1-e341-43e7-a129-b9de2b62f4f9"
} | {
"age_group": "51-70",
"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": 223,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-866C7BB0",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-A7D009",
"timestamp": "2026-04-12T11:24:59Z",
"vitals": {
"cortisol_ugdl": 7.4,
"glucose": 93.9,
"hr": 78,
"qt_interval_ms": 406,
"spo2": 96,
... | {
"anomaly_score": 0.89,
"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": 0.893,
"criticality": "medium",
"id": "BIOPULSE-109794",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T02:05:21Z",
"trace_id": "37ab9340-5ba8-4cd3-b5f9-966415bb50d1"
} | {
"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": 219,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-E178A915",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-24A6A3",
"timestamp": "2026-04-12T01:24:21Z",
"vitals": {
"cortisol_ugdl": 7.9,
"glucose": 93.2,
"hr": 68,
"qt_interval_ms": 428,
"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": 0.99,
"criticality": "life_threatening",
"id": "BIOPULSE-109795",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T06:58:55Z",
"trace_id": "eaa62588-b162-42aa-baed-7f5b1552e431"
} | {
"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": 82,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-CD53155F",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-18CDA5",
"timestamp": "2026-04-12T06:15:55Z",
"vitals": {
"cortisol_ugdl": 9.2,
"glucose": 99.8,
"hr": 81,
"qt_interval_ms": 449,
"spo2": 95,
... | {
"anomaly_score": 0.97,
"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": 0.871,
"criticality": "high",
"id": "BIOPULSE-109796",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T09:37:02Z",
"trace_id": "25fc30ca-5ba1-47d2-957c-5f9da50486c2"
} | {
"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": 49,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-3263FC6C",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-DFE970",
"timestamp": "2026-04-12T08:52:02Z",
"vitals": {
"cortisol_ugdl": 9.1,
"glucose": 102.6,
"hr": 80,
"qt_interval_ms": 439,
"spo2... | {
"anomaly_score": 0.87,
"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": 0.907,
"criticality": "high",
"id": "BIOPULSE-109797",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T01:29:21Z",
"trace_id": "4829065e-3423-4682-b9b5-f785481ffccc"
} | {
"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": 121,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-90FD504F",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-97B975",
"timestamp": "2026-04-12T00:50:21Z",
"vitals": {
"cortisol_ugdl": 6.5,
"glucose": 82.7,
"hr": 85,
"qt_interval_ms": 402,
"spo2": 96,
... | {
"anomaly_score": 0.92,
"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": 0.857,
"criticality": "high",
"id": "BIOPULSE-109798",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T06:33:14Z",
"trace_id": "a3b607ee-6f1f-4c5d-89c2-baafecd3fcb0"
} | {
"age_group": "18-30",
"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": 25,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-FE5818B1",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-AEE383",
"timestamp": "2026-04-12T05:59:14Z",
"vitals": {
"cortisol_ugdl": 18.9,
"glucose": 109.6,
"hr": 103,
"qt_interval_ms": 423,
"spo2": 96,
... | {
"anomaly_score": 0.89,
"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": 0.889,
"criticality": "low",
"id": "BIOPULSE-109799",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T05:46:54Z",
"trace_id": "c16d9d7d-e079-497b-af91-069e7f226be8"
} | {
"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": 102,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-59B743BF",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-F217F8",
"timestamp": "2026-04-12T05:03:54Z",
"vitals": {
"cortisol_ugdl": 8.5,
"glucose": 87.2,
"hr": 91,
"qt_interval_ms": 422,
"spo2"... | {
"anomaly_score": 0.8,
"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"
]
} |
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