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": 0.951,
"criticality": "low",
"id": "BIOPULSE-100900",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T14:59:47Z",
"trace_id": "b19ec288-0b1e-4905-b49c-15549eef1d7f"
} | {
"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": 223,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-391DA738",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-66A718",
"timestamp": "2026-04-12T14:23:47Z",
"vitals": {
"cortisol_ugdl": 7.3,
"glucose": 85,
"hr": 83,
"qt_interval_ms": 408,
"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 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": 0.927,
"criticality": "low",
"id": "BIOPULSE-100901",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T14:23:40Z",
"trace_id": "ef0c31a9-7bf6-4d96-a56a-5f53560e0378"
} | {
"age_group": "31-50",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 53,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-6E2E2E85",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-5142BC",
"timestamp": "2026-04-12T13:39:40Z",
"vitals": {
"cortisol_ugdl": 12,
"glucose": 140.9,
"hr": 73,
"qt_interval_ms": 416,
"spo2": 95,
... | {
"anomaly_score": 0.8,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.965,
"criticality": "low",
"id": "BIOPULSE-100902",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T12:44:26Z",
"trace_id": "ad02b2df-6559-4928-917f-e1f86a2ecd85"
} | {
"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": 134,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-450904FF",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-C2FCB7",
"timestamp": "2026-04-12T12:02:26Z",
"vitals": {
"cortisol_ugdl": 6.2,
"glucose": 82.8,
"hr": 86,
"qt_interval_ms": 408,
"spo2": 96,
... | {
"anomaly_score": 0.96,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.871,
"criticality": "high",
"id": "BIOPULSE-100903",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T21:05:39Z",
"trace_id": "8c93742a-a033-433d-827a-ff06af325688"
} | {
"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": 169,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-DF458D25",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-CCA211",
"timestamp": "2026-04-12T20:24:39Z",
"vitals": {
"cortisol_ugdl": 15.9,
"glucose": 100.3,
"hr": 82,
"qt_interval_ms": 421,
"spo2": 96,
... | {
"anomaly_score": 1,
"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": 0.944,
"criticality": "medium",
"id": "BIOPULSE-100904",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T18:33:53Z",
"trace_id": "c1d99445-321d-405e-bb02-4398f723bc38"
} | {
"age_group": "51-70",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 37,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-C3B59556",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-308458",
"timestamp": "2026-04-12T17:50:53Z",
"vitals": {
"cortisol_ugdl": 8.4,
"glucose": 93,
"hr": 78,
"qt_interval_ms": 405,
"spo2": 96,
"sy... | {
"anomaly_score": 0.81,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.955,
"criticality": "life_threatening",
"id": "BIOPULSE-100905",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T14:36:36Z",
"trace_id": "da3bd719-b497-4b86-97c7-c5a459b59e77"
} | {
"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": 149,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-D9E8B971",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-276BDA",
"timestamp": "2026-04-12T13:48:36Z",
"vitals": {
"cortisol_ugdl": 10,
"glucose": 108.7,
"hr": 81,
"qt_interval_ms": 441,
"spo2": 95,
... | {
"anomaly_score": 0.75,
"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": 0.986,
"criticality": "low",
"id": "BIOPULSE-100906",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T07:47:22Z",
"trace_id": "4549a4d1-eee7-4790-b7cc-f33428d8e867"
} | {
"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": 136,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-517436B7",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-959563",
"timestamp": "2026-04-12T06:54:22Z",
"vitals": {
"cortisol_ugdl": 7.2,
"glucose": 84.8,
"hr": 87,
"qt_interval_ms": 406,
"spo2": 94,
... | {
"anomaly_score": 0.78,
"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": 0.919,
"criticality": "medium",
"id": "BIOPULSE-100907",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T12:25:49Z",
"trace_id": "13ae8ced-79f6-419a-b951-c11d4074c944"
} | {
"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": 40,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-39E0A7CB",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-D439C8",
"timestamp": "2026-04-12T11:46:49Z",
"vitals": {
"cortisol_ugdl": 7.2,
"glucose": 91.7,
"hr": 63,
"qt_interval_ms": 418,
"spo2": 99,... | {
"anomaly_score": 0.83,
"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": 0.904,
"criticality": "life_threatening",
"id": "BIOPULSE-100908",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T12:18:24Z",
"trace_id": "1b540bea-a15c-4b92-8652-e8465fd9b304"
} | {
"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": 210,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-D425775B",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-883D42",
"timestamp": "2026-04-12T11:22:24Z",
"vitals": {
"cortisol_ugdl": 7.6,
"glucose": 100.1,
"hr": 64,
"qt_interval_ms": 409,
"spo2": 99,
... | {
"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": 0.889,
"criticality": "medium",
"id": "BIOPULSE-100909",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T22:47:40Z",
"trace_id": "5fc1756f-d406-4fa7-8bcc-a7eb8cab7210"
} | {
"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": 96,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-8683749C",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-7A385A",
"timestamp": "2026-04-12T21:50:40Z",
"vitals": {
"cortisol_ugdl": 9.4,
"glucose": 89.1,
"hr": 94,
"qt_interval_ms": 417,
"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 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": 0.897,
"criticality": "high",
"id": "BIOPULSE-100910",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T14:27:11Z",
"trace_id": "a3cb535d-a8d0-4d0c-b0f2-358b39c4e158"
} | {
"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": 187,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-A0AF84D5",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-3776AD",
"timestamp": "2026-04-12T13:32:11Z",
"vitals": {
"cortisol_ugdl": 9.3,
"glucose": 105.2,
"hr": 87,
"qt_interval_ms": 426,
"spo2": 96,
... | {
"anomaly_score": 0.86,
"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": 0.902,
"criticality": "life_threatening",
"id": "BIOPULSE-100911",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T08:56:38Z",
"trace_id": "ae2c0fb5-797a-47eb-ad12-979daae9de07"
} | {
"age_group": "51-70",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 151,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-7527911C",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-4983F8",
"timestamp": "2026-04-12T07:56:38Z",
"vitals": {
"cortisol_ugdl": 13,
"glucose": 142.1,
"hr": 96,
"qt_interval_ms": 428,
"spo2": 94,
... | {
"anomaly_score": 0.99,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.947,
"criticality": "low",
"id": "BIOPULSE-100912",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T03:36:23Z",
"trace_id": "e4d849be-498e-4c8a-a0ad-2867cb860dfc"
} | {
"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": 189,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-E7B0E568",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-4CA4BD",
"timestamp": "2026-04-12T02:41:23Z",
"vitals": {
"cortisol_ugdl": 7.1,
"glucose": 90.9,
"hr": 63,
"qt_interval_ms": 419,
"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": 0.887,
"criticality": "high",
"id": "BIOPULSE-100913",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T02:04:35Z",
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{
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1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} |
1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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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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"tracked_biomarkers": [
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"spo2_pct",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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],
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"glucose_mgdl",
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"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"anxiety",
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} | {
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"glucose_mgdl",
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... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"asthma"
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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... | {
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} | {
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]
} |
1.0.0-bio-pulse-sample | {
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"trace_id": "8314501e-0cd0-453d-8b0d-65d1f95fd58f"
} | {
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} | {
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"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.879,
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} | {
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"glucose_mgdl",
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"cortisol_ugdl",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.867,
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} | {
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"glucose_mgdl",
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... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.889,
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} | {
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.873,
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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": 0.959,
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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... | {
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} | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.93,
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} | {
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"tracked_biomarkers": [
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"cortisol_ugdl",
"spo2_pct",
... | [
{
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... | {
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} | {
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"Atrial_Fibrillation",
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.898,
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"timestamp": "2026-04-12T19:30:14Z",
"trace_id": "977e28f3-9525-4952-8711-cd8c22f2fdec"
} | {
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"tracked_biomarkers": [
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... | [
{
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.902,
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} | {
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"tracked_biomarkers": [
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"cortisol_ug... | [
{
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"timestamp": "2026-04-12T12:09:22Z",
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... | {
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"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.95,
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} | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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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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... | [
{
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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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{
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} | {
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "1e35885c-558b-4837-be35-85e5b6da51eb"
} | {
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],
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} | {
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"glucose_mgdl",
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{
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.901,
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} | {
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} | {
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"glucose_mgdl",
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{
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.927,
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} | {
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} | {
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"cortisol_ugdl",
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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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"cortisol_ugdl",
... | [
{
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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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"cortisol_u... | [
{
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.853,
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"trace_id": "53bbc063-cc0d-44c9-a552-efd8b8f155a4"
} | {
"age_group": "70+",
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} | {
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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": 0.9,
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"trace_id": "45acec36-7fd8-408f-9a4d-75ffa53f8316"
} | {
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} | {
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"vitals": {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.87,
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"timestamp": "2026-04-12T05:47:34Z",
"trace_id": "e8e04df0-79dc-4872-9b16-ba62e822e470"
} | {
"age_group": "18-30",
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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... | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.87,
"criticality": "medium",
"id": "BIOPULSE-100992",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T20:06:47Z",
"trace_id": "4c15cb65-0b7f-48a3-897a-945929a493be"
} | {
"age_group": "31-50",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 30,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-BDE3DD5B",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-D60A8E",
"timestamp": "2026-04-12T18:59:47Z",
"vitals": {
"cortisol_ugdl": 10.1,
"glucose": 141.4,
"hr": 76,
"qt_interval_ms": 420,
"spo2": 95,
... | {
"anomaly_score": 0.99,
"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-100993",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T12:13:03Z",
"trace_id": "608f0003-066c-4642-bd21-f06182f50031"
} | {
"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": 118,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-75A0A4A7",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-C75D77",
"timestamp": "2026-04-12T11:17:03Z",
"vitals": {
"cortisol_ugdl": 10.4,
"glucose": 104.8,
"hr": 84,
"qt_interval_ms": 425,
"spo2": 9... | {
"anomaly_score": 0.92,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.9,
"criticality": "life_threatening",
"id": "BIOPULSE-100994",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T11:36:28Z",
"trace_id": "5bcdd7c8-2cf5-42ea-8df0-cfd049f3b124"
} | {
"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": 54,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-4E756843",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-4E8C92",
"timestamp": "2026-04-12T10:24:28Z",
"vitals": {
"cortisol_ugdl": 10.9,
"glucose": 146.8,
"hr": 81,
"qt_interval_ms": 424,
"spo2": 95,
... | {
"anomaly_score": 0.91,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.882,
"criticality": "life_threatening",
"id": "BIOPULSE-100995",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T19:38:41Z",
"trace_id": "070cf6bd-0153-4a59-8752-bc9635f2a361"
} | {
"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": 81,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-D81CD3DD",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-DC030D",
"timestamp": "2026-04-12T18:22:41Z",
"vitals": {
"cortisol_ugdl": 10.8,
"glucose": 103,
"hr": 86,
"qt_interval_ms": 433,
"spo2": 95,... | {
"anomaly_score": 0.96,
"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": 0.875,
"criticality": "high",
"id": "BIOPULSE-100996",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T05:13:39Z",
"trace_id": "9f83b3b6-a077-4c76-824b-b1c02772c176"
} | {
"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": 210,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-2F77654B",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-87BA5B",
"timestamp": "2026-04-12T04:21:39Z",
"vitals": {
"cortisol_ugdl": 12.8,
"glucose": 143.6,
"hr": 83,
"qt_interval_ms": 437,
"spo2... | {
"anomaly_score": 0.94,
"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": 0.859,
"criticality": "high",
"id": "BIOPULSE-100997",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T22:15:05Z",
"trace_id": "511200e3-6afd-44e2-8356-3441b140b7f7"
} | {
"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": 75,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-F29A40A4",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-CB00CD",
"timestamp": "2026-04-12T21:12:05Z",
"vitals": {
"cortisol_ugdl": 7.9,
"glucose": 94.8,
"hr": 67,
"qt_interval_ms": 416,
"spo2": 97,... | {
"anomaly_score": 0.86,
"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": 0.852,
"criticality": "low",
"id": "BIOPULSE-100998",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T01:49:15Z",
"trace_id": "9007a2b9-a92d-4911-b9c4-86a6e3c71daa"
} | {
"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": 223,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-7EBD691A",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-6122B1",
"timestamp": "2026-04-12T00:44:15Z",
"vitals": {
"cortisol_ugdl": 16.4,
"glucose": 103.2,
"hr": 81,
"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": 0.884,
"criticality": "life_threatening",
"id": "BIOPULSE-100999",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T22:23:41Z",
"trace_id": "fd79ee17-75fd-4106-b1d7-175a0a4e31db"
} | {
"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": 100,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-852F3E41",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-3A6FB8",
"timestamp": "2026-04-12T21:45:41Z",
"vitals": {
"cortisol_ugdl": 6.5,
"glucose": 84.8,
"hr": 81,
"qt_interval_ms": 400,
"spo2": 94,
... | {
"anomaly_score": 0.78,
"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"
]
} |
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