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": 0.929,
"criticality": "low",
"id": "BIOPULSE-104200",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T13:28:58Z",
"trace_id": "3a465bb7-bed5-4690-a773-aebd89373b34"
} | {
"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": 120,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-7BC1950D",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-7240C3",
"timestamp": "2026-04-12T12:26:58Z",
"vitals": {
"cortisol_ugdl": 7.7,
"glucose": 91.4,
"hr": 72,
"qt_interval_ms": 436,
"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 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": 0.937,
"criticality": "high",
"id": "BIOPULSE-104201",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T02:53:20Z",
"trace_id": "4ab9acf3-30bc-442f-b4c5-3bc63ad407bc"
} | {
"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": 20,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-05448D6A",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-87220B",
"timestamp": "2026-04-12T02:02:20Z",
"vitals": {
"cortisol_ugdl": 6.9,
"glucose": 92.8,
"hr": 88,
"qt_interval_ms": 401,
"spo2": 94,
... | {
"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 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": 0.99,
"criticality": "medium",
"id": "BIOPULSE-104202",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T16:22:00Z",
"trace_id": "74f174f8-1de0-4bea-b890-70f299e34795"
} | {
"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": 92,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-90BD7E23",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-8D0ADA",
"timestamp": "2026-04-12T15:23:00Z",
"vitals": {
"cortisol_ugdl": 8.1,
"glucose": 79.1,
"hr": 86,
"qt_interval_ms": 397,
"spo2": 94,
... | {
"anomaly_score": 0.76,
"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": 0.972,
"criticality": "medium",
"id": "BIOPULSE-104203",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T18:41:39Z",
"trace_id": "56202141-c53e-4d6c-aae0-e217f36c65ce"
} | {
"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": 18,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-14F886DB",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-2A85F7",
"timestamp": "2026-04-12T17:50:39Z",
"vitals": {
"cortisol_ugdl": 8.8,
"glucose": 88.8,
"hr": 97,
"qt_interval_ms": 400,
"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 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": 0.92,
"criticality": "life_threatening",
"id": "BIOPULSE-104204",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T20:51:25Z",
"trace_id": "6b8475e6-9afc-4ecf-8813-d955c4e0a42d"
} | {
"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": 91,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-4DF25DDF",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-E8C0E8",
"timestamp": "2026-04-12T19:55:25Z",
"vitals": {
"cortisol_ugdl": 12.6,
"glucose": 146.8,
"hr": 90,
"qt_interval_ms": 423,
"spo2": 9... | {
"anomaly_score": 0.74,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.93,
"criticality": "low",
"id": "BIOPULSE-104205",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T13:50:31Z",
"trace_id": "6ec32e25-8c6c-429b-8be4-35d51fa32b9a"
} | {
"age_group": "31-50",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 28,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-E543E0BD",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-9847DD",
"timestamp": "2026-04-12T12:57:31Z",
"vitals": {
"cortisol_ugdl": 18.6,
"glucose": 111.2,
"hr": 103,
"qt_interval_ms": 414,
"spo2": 97,
... | {
"anomaly_score": 0.87,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.857,
"criticality": "medium",
"id": "BIOPULSE-104206",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T06:34:05Z",
"trace_id": "65e6c5e7-ffce-49fc-b4cc-77f0b4600c0d"
} | {
"age_group": "70+",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 167,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-2D831B09",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-64B47D",
"timestamp": "2026-04-12T05:51:05Z",
"vitals": {
"cortisol_ugdl": 13.4,
"glucose": 146.6,
"hr": 95,
"qt_interval_ms": 425,
"spo2": 94,
... | {
"anomaly_score": 0.87,
"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": 0.958,
"criticality": "low",
"id": "BIOPULSE-104207",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T12:15:35Z",
"trace_id": "a292c33b-acf0-4e5d-99ff-7b283b19a467"
} | {
"age_group": "31-50",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 62,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-07BD55C0",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-3F0E56",
"timestamp": "2026-04-12T11:16:35Z",
"vitals": {
"cortisol_ugdl": 18.6,
"glucose": 113.8,
"hr": 102,
"qt_interval_ms": 417,
"spo2": ... | {
"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 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": 0.869,
"criticality": "life_threatening",
"id": "BIOPULSE-104208",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T04:44:32Z",
"trace_id": "3e1cfd85-2e01-4828-9b7f-494c519e09ce"
} | {
"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": 77,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-BA5D9E50",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-9AC932",
"timestamp": "2026-04-12T04:12:32Z",
"vitals": {
"cortisol_ugdl": 15.9,
"glucose": 104.1,
"hr": 76,
"qt_interval_ms": 414,
"spo2": 97... | {
"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 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": 0.898,
"criticality": "high",
"id": "BIOPULSE-104209",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T23:51:29Z",
"trace_id": "7cb560f0-a943-4bfe-adb0-b1a96e2283fc"
} | {
"age_group": "70+",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 188,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-F9C26980",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-D245A8",
"timestamp": "2026-04-12T23:12:29Z",
"vitals": {
"cortisol_ugdl": 14.4,
"glucose": 145.3,
"hr": 84,
"qt_interval_ms": 429,
"spo2": 9... | {
"anomaly_score": 0.95,
"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": 0.966,
"criticality": "high",
"id": "BIOPULSE-104210",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T04:31:47Z",
"trace_id": "df772e12-98bc-4121-a5b0-89df7f24c500"
} | {
"age_group": "51-70",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 128,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-42D629C6",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-5645BD",
"timestamp": "2026-04-12T04:11:47Z",
"vitals": {
"cortisol_ugdl": 14.1,
"glucose": 153.2,
"hr": 83,
"qt_interval_ms": 433,
"spo2": 9... | {
"anomaly_score": 0.91,
"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": 0.877,
"criticality": "high",
"id": "BIOPULSE-104211",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T21:53:55Z",
"trace_id": "6b5ae2ac-75af-435b-91a7-bb7579ef2579"
} | {
"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": 189,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-8847096C",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-0FC7AC",
"timestamp": "2026-04-12T21:05:55Z",
"vitals": {
"cortisol_ugdl": 8.5,
"glucose": 93.5,
"hr": 109,
"qt_interval_ms": 398,
"spo2": 94,
... | {
"anomaly_score": 0.73,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.862,
"criticality": "high",
"id": "BIOPULSE-104212",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T16:20:39Z",
"trace_id": "da6afeca-94ad-463a-9832-462a4ca494c6"
} | {
"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": 223,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-3D0C7119",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-C0DFA5",
"timestamp": "2026-04-12T15:07:39Z",
"vitals": {
"cortisol_ugdl": 9.8,
"glucose": 94.2,
"hr": 91,
"qt_interval_ms": 419,
"spo2": 94,
... | {
"anomaly_score": 0.79,
"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 | {
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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 | {
"confidence": 0.932,
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} | {
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"cortisol_ugdl",
"spo2_pct",
... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "e345a157-d533-4b51-ae63-5cf0025a1378"
} | {
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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": 0.927,
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} | {
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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"vitals": {
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.859,
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"trace_id": "5fca5b57-59c0-407d-8aa3-1e0e438821ea"
} | {
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"tracked_biomarkers": [
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"cortisol_u... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.86,
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"trace_id": "fe658cd8-1676-4f1a-b964-a6467d53aa27"
} | {
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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": 0.942,
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"trace_id": "0d982632-93e6-461f-be90-145f4acebeb2"
} | {
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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 sedentary_diabetic"
} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.925,
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"trace_id": "a315ccf9-f52f-4e51-83af-55d3984005b7"
} | {
"age_group": "51-70",
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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"vitals": {
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... | {
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} | {
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.883,
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"id": "BIOPULSE-104224",
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"timestamp": "2026-04-12T16:28:52Z",
"trace_id": "eb4fb65f-1d31-486e-9112-8108adf731cf"
} | {
"age_group": "18-30",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"sensor_id": "SENS-D6C46A",
"timestamp": "2026-04-12T15:09:52Z",
"vitals": {
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"hr": 80,
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... | {
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"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.881,
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"id": "BIOPULSE-104225",
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"timestamp": "2026-04-12T12:03:14Z",
"trace_id": "33a20d3c-284c-48f7-8424-b05523c51ff9"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"sensor_id": "SENS-ADFB5F",
"timestamp": "2026-04-12T11:29:14Z",
"vitals": {
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"glucose": 101.4,
"hr": 86,
"qt_interval_ms": 412,
"spo2": 96,... | {
"anomaly_score": 0.87,
"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"
} | {
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.852,
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"id": "BIOPULSE-104226",
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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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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.885,
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"trace_id": "9b2ff909-03ba-4151-8217-77463c15eafc"
} | {
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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": 0.967,
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"trace_id": "4562c4cc-cfb4-4b01-9d50-7b64366975ad"
} | {
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"tracked_biomarkers": [
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... | [
{
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.861,
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"trace_id": "95be55d3-a131-4aad-a1fb-2cca474c0950"
} | {
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"cortisol_ug... | [
{
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1.0.0-bio-pulse-sample | {
"confidence": 0.959,
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"trace_id": "add0ed70-9eeb-4deb-92c7-ea5e911103f2"
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"tracked_biomarkers": [
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... | [
{
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.976,
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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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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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"cortisol_u... | [
{
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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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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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"cortisol_ugdl",
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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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1.0.0-bio-pulse-sample | {
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... | [
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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... | [
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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... | [
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1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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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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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.859,
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"trace_id": "38310ce4-8ecb-4c2f-9c8f-5c20a7925b51"
} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_u... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.932,
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"trace_id": "f70d37b2-ad27-4f2a-88e0-25b3f81291f1"
} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"vitals": {
"cortisol_ugdl": 12,
"glucose": 135.2,
"hr": 74,
"qt_interval_ms": 417,
"spo2": 97,
... | {
"anomaly_score": 0.74,
"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": 0.952,
"criticality": "high",
"id": "BIOPULSE-104292",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T21:26:45Z",
"trace_id": "456962ff-eb33-42ec-953f-30d11cb0dae1"
} | {
"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": 39,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-5683D40E",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-7FA304",
"timestamp": "2026-04-12T20:26:45Z",
"vitals": {
"cortisol_ugdl": 7.4,
"glucose": 95.5,
"hr": 66,
"qt_interval_ms": 427,
"spo2": 96,
... | {
"anomaly_score": 0.79,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.852,
"criticality": "medium",
"id": "BIOPULSE-104293",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T19:49:54Z",
"trace_id": "c0924dc4-da2d-4cd0-ac51-eebc7277d96d"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 197,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-982D1040",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-43DF33",
"timestamp": "2026-04-12T18:44:54Z",
"vitals": {
"cortisol_ugdl": 6,
"glucose": 89.5,
"hr": 55,
"qt_interval_ms": 406,
"spo2": 97,
... | {
"anomaly_score": 0.71,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.987,
"criticality": "low",
"id": "BIOPULSE-104294",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T06:19:51Z",
"trace_id": "e54ee0b4-6db5-4cec-8d03-08313ba2263d"
} | {
"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": 228,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-CDF936F1",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-30D42B",
"timestamp": "2026-04-12T05:36:51Z",
"vitals": {
"cortisol_ugdl": 6.9,
"glucose": 91.9,
"hr": 85,
"qt_interval_ms": 402,
"spo2": 94,
... | {
"anomaly_score": 0.75,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.902,
"criticality": "medium",
"id": "BIOPULSE-104295",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T18:25:43Z",
"trace_id": "565e0d96-a044-4531-bf70-2be6c4d836c3"
} | {
"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": 156,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-F7927A6C",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-0E4205",
"timestamp": "2026-04-12T17:33:43Z",
"vitals": {
"cortisol_ugdl": 7.5,
"glucose": 88.8,
"hr": 86,
"qt_interval_ms": 405,
"spo2": 96,
... | {
"anomaly_score": 0.83,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.921,
"criticality": "high",
"id": "BIOPULSE-104296",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:45:03Z",
"trace_id": "147b0c43-50bc-4bc4-bea4-e17ca3af5ba2"
} | {
"age_group": "51-70",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 92,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-EA351FFF",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-124C49",
"timestamp": "2026-04-12T06:28:03Z",
"vitals": {
"cortisol_ugdl": 14.4,
"glucose": 144.2,
"hr": 83,
"qt_interval_ms": 427,
"spo2": 9... | {
"anomaly_score": 0.79,
"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": 0.858,
"criticality": "life_threatening",
"id": "BIOPULSE-104297",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T12:39:35Z",
"trace_id": "464ec6e0-c294-4227-8ab4-51eefc464823"
} | {
"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": 112,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-C517470E",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-7F3A3F",
"timestamp": "2026-04-12T11:55:35Z",
"vitals": {
"cortisol_ugdl": 18.2,
"glucose": 110.8,
"hr": 90,
"qt_interval_ms": 425,
"spo2": 9... | {
"anomaly_score": 1,
"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": 0.864,
"criticality": "low",
"id": "BIOPULSE-104298",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T15:55:24Z",
"trace_id": "7cdaaa75-e43a-4ef7-84f6-aca0e38fa4b9"
} | {
"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": 139,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-AAE94332",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-D1F386",
"timestamp": "2026-04-12T15:15:24Z",
"vitals": {
"cortisol_ugdl": 10.9,
"glucose": 102.7,
"hr": 88,
"qt_interval_ms": 430,
"spo2": 94,
... | {
"anomaly_score": 0.71,
"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": 0.91,
"criticality": "life_threatening",
"id": "BIOPULSE-104299",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T21:08:40Z",
"trace_id": "d15363af-3318-4d27-a804-3bf485420609"
} | {
"age_group": "18-30",
"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": 65,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-B15E4095",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-22971F",
"timestamp": "2026-04-12T20:27:40Z",
"vitals": {
"cortisol_ugdl": 14.3,
"glucose": 148.1,
"hr": 92,
"qt_interval_ms": 416,
"spo2": 95,
... | {
"anomaly_score": 0.79,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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"
]
} |
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