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": 0.984,
"criticality": "life_threatening",
"id": "BIOPULSE-108500",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T19:26:36Z",
"trace_id": "550f1f03-c607-4418-b752-6e38eadb7ae5"
} | {
"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": 147,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-4B7EA538",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-370827",
"timestamp": "2026-04-12T18:29:36Z",
"vitals": {
"cortisol_ugdl": 7.1,
"glucose": 85.3,
"hr": 80,
"qt_interval_ms": 403,
"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 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": 0.882,
"criticality": "high",
"id": "BIOPULSE-108501",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T10:07:08Z",
"trace_id": "bf6e8e72-19e1-43b0-9f2f-76a65003daf7"
} | {
"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": 53,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-4D814C6E",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-D6273B",
"timestamp": "2026-04-12T09:16:08Z",
"vitals": {
"cortisol_ugdl": 7.6,
"glucose": 99.3,
"hr": 70,
"qt_interval_ms": 433,
"spo2": 96,
... | {
"anomaly_score": 0.72,
"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": 0.925,
"criticality": "low",
"id": "BIOPULSE-108502",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T11:04:53Z",
"trace_id": "4842e64f-a435-4e79-97e1-46a1d3ac1b95"
} | {
"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": 168,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-3C8B2548",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-8B5B0F",
"timestamp": "2026-04-12T10:10:53Z",
"vitals": {
"cortisol_ugdl": 13.6,
"glucose": 151.1,
"hr": 97,
"qt_interval_ms": 421,
"spo2": 95,
... | {
"anomaly_score": 1,
"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": 0.974,
"criticality": "life_threatening",
"id": "BIOPULSE-108503",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T01:35:00Z",
"trace_id": "d7494c98-4119-4316-95db-136133fdce31"
} | {
"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": 166,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-B5CC7169",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-235102",
"timestamp": "2026-04-12T00:40:00Z",
"vitals": {
"cortisol_ugdl": 8.7,
"glucose": 90.8,
"hr": 65,
"qt_interval_ms": 420,
"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 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": 0.937,
"criticality": "life_threatening",
"id": "BIOPULSE-108504",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-13T00:09:44Z",
"trace_id": "a16c99c3-3ae8-4373-8850-03a22b5349af"
} | {
"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": 122,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-8C442922",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-35FC81",
"timestamp": "2026-04-12T23:24:44Z",
"vitals": {
"cortisol_ugdl": 13.1,
"glucose": 139.6,
"hr": 75,
"qt_interval_ms": 423,
"spo2": 97,... | {
"anomaly_score": 0.93,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.953,
"criticality": "medium",
"id": "BIOPULSE-108505",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T16:12:56Z",
"trace_id": "5174f95c-5e3f-44cf-8c32-fe4c904f48cf"
} | {
"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": 44,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-4FA6A5E3",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-2B7AFD",
"timestamp": "2026-04-12T15:13:56Z",
"vitals": {
"cortisol_ugdl": 8.8,
"glucose": 100.7,
"hr": 71,
"qt_interval_ms": 435,
"spo2": 96,
... | {
"anomaly_score": 0.84,
"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": 0.894,
"criticality": "high",
"id": "BIOPULSE-108506",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T17:58:14Z",
"trace_id": "e136ea02-703b-4cf4-a747-a0f76715097d"
} | {
"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": 67,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-0FCCB515",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-2E1C39",
"timestamp": "2026-04-12T16:58:14Z",
"vitals": {
"cortisol_ugdl": 7.4,
"glucose": 94.5,
"hr": 63,
"qt_interval_ms": 417,
"spo2":... | {
"anomaly_score": 0.85,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.898,
"criticality": "life_threatening",
"id": "BIOPULSE-108507",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T13:47:57Z",
"trace_id": "2dc9592b-3d82-426f-829d-b516cb6a09d4"
} | {
"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": 150,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-628AAF6F",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-16E90E",
"timestamp": "2026-04-12T13:27:57Z",
"vitals": {
"cortisol_ugdl": 10.3,
"glucose": 98.3,
"hr": 80,
"qt_interval_ms": 446,
"spo2... | {
"anomaly_score": 0.89,
"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": "medium",
"id": "BIOPULSE-108508",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T04:38:24Z",
"trace_id": "cca62c01-ec0d-486c-aed7-77ef388ca80e"
} | {
"age_group": "70+",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 155,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-441ED720",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-AEB059",
"timestamp": "2026-04-12T03:46:24Z",
"vitals": {
"cortisol_ugdl": 11.9,
"glucose": 144.8,
"hr": 73,
"qt_interval_ms": 418,
"spo2": 95... | {
"anomaly_score": 0.96,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.89,
"criticality": "low",
"id": "BIOPULSE-108509",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T04:54:53Z",
"trace_id": "41b4b0b2-f3d0-4bac-919e-933e998a348b"
} | {
"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": 68,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-E60F8436",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-70F475",
"timestamp": "2026-04-12T03:54:53Z",
"vitals": {
"cortisol_ugdl": 9.1,
"glucose": 94.8,
"hr": 95,
"qt_interval_ms": 420,
"spo2":... | {
"anomaly_score": 0.99,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.946,
"criticality": "life_threatening",
"id": "BIOPULSE-108510",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T08:44:59Z",
"trace_id": "ee6531a5-5af4-4884-97b9-8a655c923c5d"
} | {
"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": 69,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-0592F7AB",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-E3E078",
"timestamp": "2026-04-12T07:52:59Z",
"vitals": {
"cortisol_ugdl": 7.1,
"glucose": 94.7,
"hr": 71,
"qt_interval_ms": 428,
"spo2": 94,
... | {
"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 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": 0.894,
"criticality": "medium",
"id": "BIOPULSE-108511",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T14:01:33Z",
"trace_id": "10d14cfd-d24e-4f7d-ad23-f423bcebace6"
} | {
"age_group": "51-70",
"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": 148,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-200A9A43",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-C0095E",
"timestamp": "2026-04-12T12:50:33Z",
"vitals": {
"cortisol_ugdl": 10,
"glucose": 98.4,
"hr": 79,
"qt_interval_ms": 445,
"spo2": ... | {
"anomaly_score": 0.98,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for 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": 0.941,
"criticality": "life_threatening",
"id": "BIOPULSE-108512",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T02:13:23Z",
"trace_id": "5e0c8c06-171d-4ddd-8574-486f604020fe"
} | {
"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": 27,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-6F83BBF8",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-73F459",
"timestamp": "2026-04-12T01:08:23Z",
"vitals": {
"cortisol_ugdl": 8.5,
"glucose": 101.7,
"hr": 65,
"qt_interval_ms": 409,
"spo2": 98... | {
"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": 0.886,
"criticality": "medium",
"id": "BIOPULSE-108513",
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"trace_id": "f93e094c-9597-4152-8d1e-f171902624a6"
} | {
"age_group": "18-30",
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"asthma"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
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"criticality": "high",
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} | {
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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",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.891,
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"trace_id": "99ec54e2-6c9e-4284-97d7-99fd52120564"
} | {
"age_group": "31-50",
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"anxiety",
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"vitals": {
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} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.943,
"criticality": "medium",
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"trace_id": "f612b44d-ad5f-4a8d-bafb-6e5be55198fb"
} | {
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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",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"vitals": {
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... | {
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} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.936,
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"trace_id": "30457e9d-d358-42ac-8976-ff006b81dd83"
} | {
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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",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"vitals": {
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} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.908,
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"timestamp": "2026-04-12T10:13:21Z",
"trace_id": "75810615-d8dc-48f4-92f9-8660f583562f"
} | {
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"frailty",
"polypharmacy"
],
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"vitals": {
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... | {
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} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.934,
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"trace_id": "82c5572e-0164-456f-b5dc-0766d029c58d"
} | {
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"asthma"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"vitals": {
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... | {
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"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.981,
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"trace_id": "40e179e8-f43c-4539-a05b-fff9a2d3e9b6"
} | {
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"type_2_diabetes",
"hypertension",
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"sensor_id": "SENS-B10173",
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"vitals": {
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} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.883,
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"trace_id": "3a7fa8f3-28ec-4257-8c41-55fd9e1b3dd3"
} | {
"age_group": "31-50",
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"none"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"vitals": {
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} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.887,
"criticality": "life_threatening",
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"timestamp": "2026-04-12T21:38:15Z",
"trace_id": "f4b8ea08-6216-4c58-83b2-dcf6e26fd8ba"
} | {
"age_group": "70+",
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"frailty",
"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"timestamp": "2026-04-12T20:26:15Z",
"vitals": {
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... | {
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"signature": "Predictive Septic_Shock_Cascade for geriatric_frailty"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.95,
"criticality": "life_threatening",
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"timestamp": "2026-04-12T20:59:56Z",
"trace_id": "8eb76fdf-332a-4b68-a996-3414eb9c5b10"
} | {
"age_group": "70+",
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"frailty",
"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"timestamp": "2026-04-12T20:03:56Z",
"vitals": {
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"signature": "Predictive Nocturnal_Hypoglycemia for geriatric_frailty"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.958,
"criticality": "life_threatening",
"id": "BIOPULSE-108524",
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"timestamp": "2026-04-12T02:58:37Z",
"trace_id": "01c95760-68ba-4b8c-8066-b4efbbebd530"
} | {
"age_group": "18-30",
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"asthma"
],
"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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"timestamp": "2026-04-12T01:54:37Z",
"vitals": {
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... | {
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"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.905,
"criticality": "life_threatening",
"id": "BIOPULSE-108525",
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"timestamp": "2026-04-12T14:55:32Z",
"trace_id": "a26a0445-b076-4c08-82d9-710be38fe96e"
} | {
"age_group": "70+",
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"frailty",
"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-54CE164D",
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"sensor_id": "SENS-10FD3B",
"timestamp": "2026-04-12T14:03:32Z",
"vitals": {
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"glucose": 101.6,
"hr": 93,
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"spo2": 96... | {
"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 geriatric_frailty"
} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.873,
"criticality": "life_threatening",
"id": "BIOPULSE-108526",
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
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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"glucose_mgdl",
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"cortisol_u... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"tracked_biomarkers": [
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{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "1852ec43-6638-4228-85e2-a3881645a4ef"
} | {
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"glucose_mgdl",
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{
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"tracked_biomarkers": [
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.904,
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"trace_id": "eb05bcac-11be-4db9-b199-a36f022db548"
} | {
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"tracked_biomarkers": [
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"cortisol_ugdl",
... | [
{
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.916,
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"trace_id": "f19ac571-0697-48a0-8071-0064afb68c0d"
} | {
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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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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.894,
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"id": "BIOPULSE-108537",
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"timestamp": "2026-04-12T19:01:08Z",
"trace_id": "9882a9ff-e0cf-4518-8c87-4c08da196f95"
} | {
"age_group": "31-50",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
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"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.893,
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"id": "BIOPULSE-108538",
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"timestamp": "2026-04-12T12:45:18Z",
"trace_id": "b3d14c3b-6ca7-4c75-9407-8fd68a72c724"
} | {
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"prediction_window_minutes": 84,
"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"timestamp": "2026-04-12T12:03:18Z",
"vitals": {
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"hr": 71,
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... | {
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"signature": "Predictive Nocturnal_Hypoglycemia for geriatric_frailty"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.931,
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"id": "BIOPULSE-108539",
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"trace_id": "ae8ea11a-413c-4920-b474-af8cb01dd620"
} | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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... | [
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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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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"cortisol_u... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "245f9d08-de04-4622-b00d-c1ea770843ca"
} | {
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"heart_rate_bpm",
"cortisol_u... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.854,
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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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... | [
{
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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 | {
"confidence": 0.89,
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.928,
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"tracked_biomarkers": [
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.864,
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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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{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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... | [
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.902,
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"cortisol_ug... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "78b5db72-2ab5-4da6-bd88-7df1bec17fac"
} | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"tracked_biomarkers": [
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"cortisol_ug... | [
{
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"vitals": {
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"spo2": 96,... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.86,
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"trace_id": "6be1e8fa-0f5a-4714-a72f-a2312aa987ae"
} | {
"age_group": "31-50",
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"tracked_biomarkers": [
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"cortisol_u... | [
{
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"spo2": 99,... | {
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"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.985,
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"trace_id": "8ce294fb-b58f-4dfc-b483-1c5ce6acd022"
} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
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1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
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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"s... | {
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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 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": 0.906,
"criticality": "life_threatening",
"id": "BIOPULSE-108592",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T23:58:35Z",
"trace_id": "6feeaf0c-b6a6-4e6d-81ae-6c6928865872"
} | {
"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": 222,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-551CEF51",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-9C114F",
"timestamp": "2026-04-12T23:20:35Z",
"vitals": {
"cortisol_ugdl": 6.3,
"glucose": 80.1,
"hr": 87,
"qt_interval_ms": 406,
"spo2": 94,
"s... | {
"anomaly_score": 0.93,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.964,
"criticality": "low",
"id": "BIOPULSE-108593",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T04:00:10Z",
"trace_id": "261a5580-9bcb-41a2-917d-d6ccc830c7e7"
} | {
"age_group": "70+",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 33,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-8C074AFA",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-80F5C7",
"timestamp": "2026-04-12T03:01:10Z",
"vitals": {
"cortisol_ugdl": 11.2,
"glucose": 137.2,
"hr": 77,
"qt_interval_ms": 425,
"spo2": 96,
... | {
"anomaly_score": 0.98,
"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": 0.875,
"criticality": "life_threatening",
"id": "BIOPULSE-108594",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T11:33:31Z",
"trace_id": "6cfeff47-a612-46de-8e9a-b4121a27f971"
} | {
"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": 64,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-F070CFB6",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-D532ED",
"timestamp": "2026-04-12T11:00:31Z",
"vitals": {
"cortisol_ugdl": 9.1,
"glucose": 87.1,
"hr": 90,
"qt_interval_ms": 405,
"spo2":... | {
"anomaly_score": 0.86,
"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": 0.93,
"criticality": "life_threatening",
"id": "BIOPULSE-108595",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T01:41:35Z",
"trace_id": "c290528b-fcbb-466f-b6c7-668faed40746"
} | {
"age_group": "31-50",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 70,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-594E83F1",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-06A9A3",
"timestamp": "2026-04-12T00:58:35Z",
"vitals": {
"cortisol_ugdl": 7,
"glucose": 99,
"hr": 61,
"qt_interval_ms": 408,
"spo2": 97... | {
"anomaly_score": 0.96,
"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": 0.92,
"criticality": "life_threatening",
"id": "BIOPULSE-108596",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:08:53Z",
"trace_id": "632ac9f2-17dd-46b1-b439-1987059e41d6"
} | {
"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": 178,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-BEEC8642",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-CF28A6",
"timestamp": "2026-04-12T05:57:53Z",
"vitals": {
"cortisol_ugdl": 17.2,
"glucose": 113.7,
"hr": 87,
"qt_interval_ms": 434,
"spo2": 98,
... | {
"anomaly_score": 0.95,
"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": 0.904,
"criticality": "low",
"id": "BIOPULSE-108597",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T06:44:30Z",
"trace_id": "0f80f63c-117b-4424-9701-c602a264c24b"
} | {
"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": 144,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-ECD45A8E",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-306C0A",
"timestamp": "2026-04-12T05:51:30Z",
"vitals": {
"cortisol_ugdl": 8.5,
"glucose": 92.5,
"hr": 102,
"qt_interval_ms": 401,
"spo2": 94,
... | {
"anomaly_score": 0.75,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.959,
"criticality": "low",
"id": "BIOPULSE-108598",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T01:58:35Z",
"trace_id": "9f649ea3-279b-458e-95a6-6d42f0c79a24"
} | {
"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": 104,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-EE6371AD",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-8841C5",
"timestamp": "2026-04-12T01:31:35Z",
"vitals": {
"cortisol_ugdl": 11.7,
"glucose": 138.3,
"hr": 72,
"qt_interval_ms": 421,
"spo2": 96,... | {
"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 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": 0.923,
"criticality": "low",
"id": "BIOPULSE-108599",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T01:42:38Z",
"trace_id": "fc2441d2-3633-452e-8d49-88806ed11f0b"
} | {
"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": 205,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-A61E9093",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-0B0FF8",
"timestamp": "2026-04-12T00:18:38Z",
"vitals": {
"cortisol_ugdl": 9.2,
"glucose": 104.7,
"hr": 96,
"qt_interval_ms": 424,
"spo2": 95,
... | {
"anomaly_score": 0.83,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
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