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": 0.86,
"criticality": "medium",
"id": "BIOPULSE-104700",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T09:57:58Z",
"trace_id": "708aef05-a5e6-4ce5-90e0-2901d042131e"
} | {
"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": 130,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-35A98792",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-9F10DE",
"timestamp": "2026-04-12T09:17:58Z",
"vitals": {
"cortisol_ugdl": 8.7,
"glucose": 94.2,
"hr": 105,
"qt_interval_ms": 401,
"spo2": 94,
... | {
"anomaly_score": 0.98,
"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": 0.93,
"criticality": "life_threatening",
"id": "BIOPULSE-104701",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T13:05:01Z",
"trace_id": "7d7635c9-537f-4580-866e-7cae48a4c036"
} | {
"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": 191,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-F9557872",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-000335",
"timestamp": "2026-04-12T12:00:01Z",
"vitals": {
"cortisol_ugdl": 6.7,
"glucose": 85.1,
"hr": 85,
"qt_interval_ms": 397,
"spo2": 94,
... | {
"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 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": 0.948,
"criticality": "low",
"id": "BIOPULSE-104702",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T03:58:04Z",
"trace_id": "cb0a6603-241b-41d7-aac1-baf969acc44a"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 67,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-0FC86006",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-A2C6C2",
"timestamp": "2026-04-12T03:16:04Z",
"vitals": {
"cortisol_ugdl": 5.7,
"glucose": 84.9,
"hr": 56,
"qt_interval_ms": 403,
"spo2": 98,
... | {
"anomaly_score": 0.88,
"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": 0.927,
"criticality": "high",
"id": "BIOPULSE-104703",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T20:04:47Z",
"trace_id": "b912606f-0ee2-42fb-9cb7-20ede33d96b7"
} | {
"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": 129,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-54349878",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-5E4BE0",
"timestamp": "2026-04-12T19:07:47Z",
"vitals": {
"cortisol_ugdl": 9.1,
"glucose": 87.6,
"hr": 105,
"qt_interval_ms": 405,
"spo2": 93,
... | {
"anomaly_score": 0.76,
"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": 0.852,
"criticality": "high",
"id": "BIOPULSE-104704",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T05:40:43Z",
"trace_id": "9a1f6e50-5209-4f6a-944c-220e2d84dcc6"
} | {
"age_group": "51-70",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 171,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-0A25A07F",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-A50BE2",
"timestamp": "2026-04-12T04:59:43Z",
"vitals": {
"cortisol_ugdl": 12.5,
"glucose": 151.1,
"hr": 85,
"qt_interval_ms": 436,
"spo2": 9... | {
"anomaly_score": 0.99,
"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": 0.881,
"criticality": "life_threatening",
"id": "BIOPULSE-104705",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T16:57:50Z",
"trace_id": "e3614010-af8c-4b67-be74-410ed25e16eb"
} | {
"age_group": "31-50",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 51,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-82BF306A",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-BC8F70",
"timestamp": "2026-04-12T16:07:50Z",
"vitals": {
"cortisol_ugdl": 16.5,
"glucose": 93.8,
"hr": 77,
"qt_interval_ms": 413,
"spo2": 96,
... | {
"anomaly_score": 0.97,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.975,
"criticality": "high",
"id": "BIOPULSE-104706",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:09:01Z",
"trace_id": "b0ed13b8-da75-47c9-9f7a-771dc80ac15f"
} | {
"age_group": "31-50",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 139,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-CB697E93",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-44DE95",
"timestamp": "2026-04-12T06:03:01Z",
"vitals": {
"cortisol_ugdl": 14.3,
"glucose": 147.4,
"hr": 85,
"qt_interval_ms": 431,
"spo2... | {
"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": 0.899,
"criticality": "low",
"id": "BIOPULSE-104707",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T04:32:09Z",
"trace_id": "5b96b85a-2cf4-41a6-abed-dcc0a61a0358"
} | {
"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": 96,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-424651E7",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-A515FE",
"timestamp": "2026-04-12T03:48:09Z",
"vitals": {
"cortisol_ugdl": 18.7,
"glucose": 106.1,
"hr": 91,
"qt_interval_ms": 429,
"spo2": 9... | {
"anomaly_score": 0.77,
"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": 0.941,
"criticality": "medium",
"id": "BIOPULSE-104708",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T08:48:35Z",
"trace_id": "c09c20a5-40a9-4b01-acfa-95d0dd237f02"
} | {
"age_group": "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": 46,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-8EAF4342",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-DE4DBF",
"timestamp": "2026-04-12T08:08:35Z",
"vitals": {
"cortisol_ugdl": 13.3,
"glucose": 144.6,
"hr": 98,
"qt_interval_ms": 428,
"spo2": 97... | {
"anomaly_score": 0.77,
"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": 0.885,
"criticality": "low",
"id": "BIOPULSE-104709",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T01:47:19Z",
"trace_id": "dcd6aa00-e2d4-43ea-bd03-f89dbf57b23d"
} | {
"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": 61,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-84B3C40D",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-5D06FF",
"timestamp": "2026-04-12T01:10:19Z",
"vitals": {
"cortisol_ugdl": 8,
"glucose": 83.7,
"hr": 87,
"qt_interval_ms": 401,
"spo2": 95,
... | {
"anomaly_score": 0.94,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.922,
"criticality": "medium",
"id": "BIOPULSE-104710",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T09:25:55Z",
"trace_id": "6fe333bc-7ea2-4b4e-8ea5-ef7675e14507"
} | {
"age_group": "51-70",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 84,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-CE637500",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-B837AD",
"timestamp": "2026-04-12T08:06:55Z",
"vitals": {
"cortisol_ugdl": 18.7,
"glucose": 103.3,
"hr": 85,
"qt_interval_ms": 436,
"spo2": 97,
... | {
"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": 0.88,
"criticality": "medium",
"id": "BIOPULSE-104711",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T16:01:19Z",
"trace_id": "426f4268-f499-4e7f-8649-4d27668a3a50"
} | {
"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": 124,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-B6F63383",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-4D71D1",
"timestamp": "2026-04-12T14:54:19Z",
"vitals": {
"cortisol_ugdl": 10.3,
"glucose": 104.8,
"hr": 77,
"qt_interval_ms": 431,
"spo2... | {
"anomaly_score": 0.74,
"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": 0.968,
"criticality": "high",
"id": "BIOPULSE-104712",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T04:55:18Z",
"trace_id": "4067b096-e3d1-4357-ad8f-51dfb1a7252e"
} | {
"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": 19,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-60EC2CA8",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-A9AE2B",
"timestamp": "2026-04-12T04:11:18Z",
"vitals": {
"cortisol_ugdl": 7.5,
"glucose": 92.2,
"hr": 65,
"qt_interval_ms": 415,
"spo2":... | {
"anomaly_score": 0.78,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for 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": 0.94,
"criticality": "medium",
"id": "BIOPULSE-104713",
"outcome": "morbidity_risk_detected",
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"trace_id": "06dad8ae-cbdc-4e61-ae89-15b29abe85a9"
} | {
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"frailty",
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} | {
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"glucose_mgdl",
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{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "7c6dbe60-628d-4c19-beef-939de2c9d40c"
} | {
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.917,
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"trace_id": "bcefcaa3-6e6e-493a-99a9-3b5ac1dba385"
} | {
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} | {
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"glucose_mgdl",
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.958,
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} | {
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"anxiety",
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"tracked_biomarkers": [
"glucose_mgdl",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.99,
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"trace_id": "b492654e-5f4f-4a3e-b013-e8787965e24e"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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{
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.935,
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"trace_id": "0b92eb02-eaa4-4f8d-930a-79a4b7d0a5c8"
} | {
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"hypertension",
"obesity"
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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"... | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.937,
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"trace_id": "d808db3f-3d65-4a79-bb9e-d0829a9e627a"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
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"timestamp": "2026-04-12T02:27:54Z",
"vitals": {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.898,
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"timestamp": "2026-04-12T21:05:23Z",
"trace_id": "a4c558d4-e9e1-4000-8e6a-94259e14f357"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
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"timestamp": "2026-04-12T20:12:23Z",
"vitals": {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.943,
"criticality": "high",
"id": "BIOPULSE-104721",
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"timestamp": "2026-04-12T09:05:28Z",
"trace_id": "a112e23e-fd0d-406b-9384-2a851013333e"
} | {
"age_group": "70+",
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"polypharmacy"
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"timestamp": "2026-04-12T08:16:28Z",
"vitals": {
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... | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.963,
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"timestamp": "2026-04-12T06:54:33Z",
"trace_id": "4dd8062f-0309-436f-8896-d63beb3cc87a"
} | {
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"hypertension",
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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-EB19DB",
"timestamp": "2026-04-12T05:51:33Z",
"vitals": {
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"hr": 77,
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... | {
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"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for sedentary_diabetic"
} | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.95,
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"id": "BIOPULSE-104723",
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"timestamp": "2026-04-12T10:44:53Z",
"trace_id": "9d36f691-0b47-4d27-a4fb-35b0629e3ee9"
} | {
"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_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"sensor_id": "SENS-8F1847",
"timestamp": "2026-04-12T09:46:53Z",
"vitals": {
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"spo2"... | {
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"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.898,
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"id": "BIOPULSE-104724",
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"timestamp": "2026-04-12T06:31:29Z",
"trace_id": "671e3e56-133c-4758-b3b0-2635e0fa1fd4"
} | {
"age_group": "70+",
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"phenotype": "active_longevity"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_id": "SENS-531DE9",
"timestamp": "2026-04-12T05:42:29Z",
"vitals": {
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"glucose": 97,
"hr": 76,
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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"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.897,
"criticality": "medium",
"id": "BIOPULSE-104725",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T09:42:11Z",
"trace_id": "6b33b42d-2ade-47bf-b2ab-619eeb8a7571"
} | {
"age_group": "70+",
"existing_conditions": [
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"polypharmacy"
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-7F103B",
"timestamp": "2026-04-12T08:53:11Z",
"vitals": {
"cortisol_ugdl": 9.3,
"glucose": 107.5,
"hr": 90,
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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 geriatric_frailty"
} | {
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.929,
"criticality": "life_threatening",
"id": "BIOPULSE-104726",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T02:48:58Z",
"trace_id": "40feed43-aff3-4bd5-92fa-8d742d8b3197"
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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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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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"tracked_biomarkers": [
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"cortisol_ugdl",
"spo2_pct",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"frailty",
"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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... | [
{
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} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.898,
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"trace_id": "522a71e4-9abe-4f8d-9758-ec139c266e4f"
} | {
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"none"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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{
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... | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "2a55dab0-ecad-46bc-b459-03f0ab6584dc"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
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... | {
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} | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.856,
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"trace_id": "e7662304-eec8-44b8-a79d-ff0c3d6e802c"
} | {
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.91,
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} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.96,
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"trace_id": "eb4a9a69-c5ca-4503-998c-fbea1e47375c"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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... | [
{
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... | {
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} | {
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.873,
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"timestamp": "2026-04-12T07:27:33Z",
"trace_id": "ecf49200-d015-421f-960c-1f700dad78ce"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_ugdl",
... | [
{
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.918,
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} | {
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} | {
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"cortisol_u... | [
{
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} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.855,
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"trace_id": "09e39f7b-f0d3-4b0a-b56c-ea5771005e55"
} | {
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"tracked_biomarkers": [
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... | [
{
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"timestamp": "2026-04-12T15:02:20Z",
"vitals": {
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... | {
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} | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.872,
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"trace_id": "80723f98-34a2-433f-856f-d5ff7b407825"
} | {
"age_group": "18-30",
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"phenotype": "pediatric_asthmatic"
} | {
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"tracked_biomarkers": [
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"cortisol_u... | [
{
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"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
} | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.983,
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"id": "BIOPULSE-104750",
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"timestamp": "2026-04-12T08:24:33Z",
"trace_id": "fff672ca-705a-4644-9d7a-81dab534220a"
} | {
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],
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} | {
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"tracked_biomarkers": [
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... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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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.",
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"Atrial_Fibrillation",
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.853,
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"timestamp": "2026-04-12T09:15:38Z",
"trace_id": "cd2fc307-4ba0-4705-92cf-4ea2ddb76600"
} | {
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_u... | [
{
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"timestamp": "2026-04-12T07:59:38Z",
"vitals": {
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"spo2"... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.977,
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"timestamp": "2026-04-12T04:53:53Z",
"trace_id": "40470014-2b50-4b49-91a9-b35fe8f12b25"
} | {
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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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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.957,
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} | {
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{
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1.0.0-bio-pulse-sample | {
"confidence": 0.924,
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.912,
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"timestamp": "2026-04-12T21:40:11Z",
"trace_id": "ec136619-8f8a-479f-ade4-7d54831b5765"
} | {
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"tracked_biomarkers": [
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.894,
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} | {
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
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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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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... | {
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-F16D3B",
"timestamp": "2026-04-12T13:47:09Z",
"vitals": {
"cortisol_ugdl": 10.5,
"glucose": 105.4,
"hr": 81,
"qt_interval_ms": 434,
"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 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": 0.977,
"criticality": "high",
"id": "BIOPULSE-104792",
"outcome": "intervention_successful",
"timestamp": "2026-04-13T00:53:44Z",
"trace_id": "57b9c23b-4872-4ec2-b9c1-beac4bf4509f"
} | {
"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": 94,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-45DE23E0",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-EAF8F5",
"timestamp": "2026-04-12T23:48:44Z",
"vitals": {
"cortisol_ugdl": 6.4,
"glucose": 80.2,
"hr": 60,
"qt_interval_ms": 406,
"spo2": 98,
"s... | {
"anomaly_score": 0.77,
"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": 0.973,
"criticality": "life_threatening",
"id": "BIOPULSE-104793",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T15:34:35Z",
"trace_id": "b47a3169-f9e8-4b84-8b2c-8d30a1b8b26c"
} | {
"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": 53,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-9BA6275A",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-BDA979",
"timestamp": "2026-04-12T14:53:35Z",
"vitals": {
"cortisol_ugdl": 8.8,
"glucose": 100.6,
"hr": 61,
"qt_interval_ms": 413,
"spo2"... | {
"anomaly_score": 0.72,
"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": 0.863,
"criticality": "low",
"id": "BIOPULSE-104794",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:52:04Z",
"trace_id": "e9ead3ff-b4fd-4002-92d5-90adfb8ddc85"
} | {
"age_group": "18-30",
"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": 17,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-128C3318",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-8E12FB",
"timestamp": "2026-04-12T06:50:04Z",
"vitals": {
"cortisol_ugdl": 8.2,
"glucose": 96.2,
"hr": 64,
"qt_interval_ms": 408,
"spo2": 98,
... | {
"anomaly_score": 0.72,
"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": 0.909,
"criticality": "medium",
"id": "BIOPULSE-104795",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T03:11:06Z",
"trace_id": "358506e5-c560-4ad3-931a-bc6352944493"
} | {
"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": 92,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-EF1034D6",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-43A579",
"timestamp": "2026-04-12T02:11:06Z",
"vitals": {
"cortisol_ugdl": 8.2,
"glucose": 93.1,
"hr": 103,
"qt_interval_ms": 400,
"spo2": 94,... | {
"anomaly_score": 0.78,
"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": 0.969,
"criticality": "medium",
"id": "BIOPULSE-104796",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T05:07:35Z",
"trace_id": "3441c039-5240-41e6-bf97-6ce22bbeba6f"
} | {
"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": 166,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-EB9E6D4D",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-71D4A4",
"timestamp": "2026-04-12T04:08:35Z",
"vitals": {
"cortisol_ugdl": 10.9,
"glucose": 98.8,
"hr": 80,
"qt_interval_ms": 443,
"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 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": "medium",
"id": "BIOPULSE-104797",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T15:36:40Z",
"trace_id": "da246b16-ff4c-454f-9d46-e73efafe0a04"
} | {
"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": 87,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-3718A867",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-7AFFF8",
"timestamp": "2026-04-12T14:38:40Z",
"vitals": {
"cortisol_ugdl": 6.7,
"glucose": 94.8,
"hr": 70,
"qt_interval_ms": 436,
"spo2": 94,
... | {
"anomaly_score": 0.95,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.969,
"criticality": "low",
"id": "BIOPULSE-104798",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T22:32:23Z",
"trace_id": "fc4b0dce-f79a-4373-933f-edae0aef73b6"
} | {
"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": 230,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-3CDF04CC",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-545754",
"timestamp": "2026-04-12T21:45:23Z",
"vitals": {
"cortisol_ugdl": 9.7,
"glucose": 98.3,
"hr": 89,
"qt_interval_ms": 427,
"spo2": 94,
"... | {
"anomaly_score": 0.73,
"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": 0.964,
"criticality": "medium",
"id": "BIOPULSE-104799",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T09:14:59Z",
"trace_id": "9b32defe-ac7b-4fa6-93c3-b82fa96a9868"
} | {
"age_group": "18-30",
"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": 22,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-A10AAE3B",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-7D1813",
"timestamp": "2026-04-12T08:25:59Z",
"vitals": {
"cortisol_ugdl": 17,
"glucose": 113.7,
"hr": 91,
"qt_interval_ms": 435,
"spo2": 98,... | {
"anomaly_score": 0.73,
"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"
]
} |
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