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": 0.857,
"criticality": "life_threatening",
"id": "BIOPULSE-107100",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T17:54:01Z",
"trace_id": "458b1587-d5d3-4615-91a8-fcc7c3031bcb"
} | {
"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": 193,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-E21B623E",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-C30B22",
"timestamp": "2026-04-12T16:50:01Z",
"vitals": {
"cortisol_ugdl": 7.1,
"glucose": 88.2,
"hr": 90,
"qt_interval_ms": 407,
"spo2": 94,
"s... | {
"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 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": 0.979,
"criticality": "high",
"id": "BIOPULSE-107101",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T23:15:03Z",
"trace_id": "9b97f9d3-3c1b-4a04-94b7-90463aa4a3d2"
} | {
"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": 132,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-4D7621AD",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-AF051E",
"timestamp": "2026-04-12T22:39:03Z",
"vitals": {
"cortisol_ugdl": 8.8,
"glucose": 88.9,
"hr": 105,
"qt_interval_ms": 408,
"spo2": 95,
... | {
"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 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-107102",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T13:55:20Z",
"trace_id": "b5423fe3-c054-4f25-8643-511cf69f163e"
} | {
"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": 61,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-17F6FB32",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-CD158D",
"timestamp": "2026-04-12T13:25:20Z",
"vitals": {
"cortisol_ugdl": 13.4,
"glucose": 145.1,
"hr": 96,
"qt_interval_ms": 424,
"spo2": 9... | {
"anomaly_score": 0.85,
"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": 0.928,
"criticality": "low",
"id": "BIOPULSE-107103",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T14:40:23Z",
"trace_id": "7df715ed-8f3b-411f-8571-4069d3376db8"
} | {
"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": 68,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-9D93A534",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-C49AB3",
"timestamp": "2026-04-12T13:45:23Z",
"vitals": {
"cortisol_ugdl": 14.5,
"glucose": 148.8,
"hr": 85,
"qt_interval_ms": 429,
"spo... | {
"anomaly_score": 1,
"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": 0.986,
"criticality": "life_threatening",
"id": "BIOPULSE-107104",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T14:43:07Z",
"trace_id": "82132d69-4a25-4ae0-ba73-89709d748712"
} | {
"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": 33,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-1048592A",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-6FEF5A",
"timestamp": "2026-04-12T14:05:07Z",
"vitals": {
"cortisol_ugdl": 7.2,
"glucose": 97.5,
"hr": 69,
"qt_interval_ms": 433,
"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 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": 0.935,
"criticality": "life_threatening",
"id": "BIOPULSE-107105",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T05:10:17Z",
"trace_id": "92637a07-3b40-4fe5-ba34-da78b693cbd5"
} | {
"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": 160,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-82D760DA",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-97C9BC",
"timestamp": "2026-04-12T04:08:17Z",
"vitals": {
"cortisol_ugdl": 10.6,
"glucose": 106.4,
"hr": 80,
"qt_interval_ms": 436,
"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": 0.95,
"criticality": "life_threatening",
"id": "BIOPULSE-107106",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T22:29:00Z",
"trace_id": "cc1dd503-1453-4906-91ca-bb7f57869f12"
} | {
"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": 23,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-5BF25FFB",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-B013A7",
"timestamp": "2026-04-12T21:47:00Z",
"vitals": {
"cortisol_ugdl": 7.8,
"glucose": 100.4,
"hr": 70,
"qt_interval_ms": 425,
"spo2": 94,
... | {
"anomaly_score": 0.81,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.955,
"criticality": "life_threatening",
"id": "BIOPULSE-107107",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T10:25:00Z",
"trace_id": "d41988ac-6f48-4c97-b1c2-d06edf7adc33"
} | {
"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": 68,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-D92B3500",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-579385",
"timestamp": "2026-04-12T09:31:00Z",
"vitals": {
"cortisol_ugdl": 10.1,
"glucose": 102.1,
"hr": 81,
"qt_interval_ms": 441,
"spo2": 94,
... | {
"anomaly_score": 0.82,
"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": 0.923,
"criticality": "life_threatening",
"id": "BIOPULSE-107108",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T14:33:50Z",
"trace_id": "1db6341c-fb83-46f0-a02c-fc16e77084c0"
} | {
"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": 115,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-D40EB7E1",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-E2FF9B",
"timestamp": "2026-04-12T13:42:50Z",
"vitals": {
"cortisol_ugdl": 5.9,
"glucose": 77.4,
"hr": 83,
"qt_interval_ms": 398,
"spo2": 95,
... | {
"anomaly_score": 0.94,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.975,
"criticality": "high",
"id": "BIOPULSE-107109",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T08:57:20Z",
"trace_id": "16124ab5-d47c-40b7-8335-9fce92a343a8"
} | {
"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": 210,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-1D1605F4",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-D3D190",
"timestamp": "2026-04-12T08:22:20Z",
"vitals": {
"cortisol_ugdl": 9.5,
"glucose": 95.9,
"hr": 72,
"qt_interval_ms": 429,
"spo2": 95,
... | {
"anomaly_score": 0.9,
"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": 0.926,
"criticality": "high",
"id": "BIOPULSE-107110",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T10:57:54Z",
"trace_id": "fdd231b7-e976-4268-808d-9279a0b7580f"
} | {
"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": 98,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-76DCE5A6",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-85C0AE",
"timestamp": "2026-04-12T10:11:54Z",
"vitals": {
"cortisol_ugdl": 18.1,
"glucose": 108.4,
"hr": 97,
"qt_interval_ms": 423,
"spo2": 96,
... | {
"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 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": 0.974,
"criticality": "life_threatening",
"id": "BIOPULSE-107111",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T07:26:45Z",
"trace_id": "e5801fab-1b75-402d-9ed1-ae0e0017488b"
} | {
"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": 221,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-4634AA88",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-DC4ABB",
"timestamp": "2026-04-12T06:50:45Z",
"vitals": {
"cortisol_ugdl": 18.2,
"glucose": 113.7,
"hr": 99,
"qt_interval_ms": 417,
"spo2": 9... | {
"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 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": 0.933,
"criticality": "high",
"id": "BIOPULSE-107112",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T07:31:40Z",
"trace_id": "41aaccb6-2101-4b5b-bbf7-686a6ed9f5ac"
} | {
"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": 126,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-54F09CDA",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-FCBC05",
"timestamp": "2026-04-12T06:38:40Z",
"vitals": {
"cortisol_ugdl": 12.1,
"glucose": 143.3,
"hr": 77,
"qt_interval_ms": 428,
"spo2": 95,
... | {
"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 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 | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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... | [
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1.0.0-bio-pulse-sample | {
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... | [
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1.0.0-bio-pulse-sample | {
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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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... | [
{
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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": 0.866,
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.857,
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} | {
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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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} | {
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"glucose_mgdl",
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{
"event_name": "MEDICATION_INGESTION_A",
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.883,
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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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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.91,
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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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} |
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": 0.988,
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.863,
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.979,
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} | {
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... | [
{
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"timestamp": "2026-04-13T00:10:08Z",
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.904,
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"trace_id": "ddf9cdd7-ccb6-472b-b054-c0188362a64b"
} | {
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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"vitals": {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.866,
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"timestamp": "2026-04-12T18:50:57Z",
"trace_id": "5d836e0d-9d36-4f07-92b1-b55f712f19e9"
} | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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... | [
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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... | [
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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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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1.0.0-bio-pulse-sample | {
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... | [
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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} |
1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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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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"glucose": 91.4,
"hr": 61,
"qt_interval_ms": 407,
"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 active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.939,
"criticality": "life_threatening",
"id": "BIOPULSE-107192",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T04:10:59Z",
"trace_id": "84ad3423-9bcb-408d-a27d-448d755ba597"
} | {
"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": 36,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-5C1C91B6",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-B9FF3F",
"timestamp": "2026-04-12T03:14:59Z",
"vitals": {
"cortisol_ugdl": 13.5,
"glucose": 142.6,
"hr": 82,
"qt_interval_ms": 437,
"spo2": 9... | {
"anomaly_score": 0.77,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for 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": 0.921,
"criticality": "high",
"id": "BIOPULSE-107193",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T12:13:09Z",
"trace_id": "fc943ca9-16df-4cd2-8671-41918fe7965b"
} | {
"age_group": "51-70",
"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": 89,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-19238145",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-56F9A3",
"timestamp": "2026-04-12T11:37:09Z",
"vitals": {
"cortisol_ugdl": 8.7,
"glucose": 95.1,
"hr": 70,
"qt_interval_ms": 435,
"spo2": 94,
... | {
"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 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": 0.946,
"criticality": "low",
"id": "BIOPULSE-107194",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T06:34:00Z",
"trace_id": "fc991e03-dfbf-4707-bb97-031e75a03e56"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 20,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-578AB40C",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-E68014",
"timestamp": "2026-04-12T05:35:00Z",
"vitals": {
"cortisol_ugdl": 7.4,
"glucose": 93,
"hr": 77,
"qt_interval_ms": 400,
"spo2": 98,
"sy... | {
"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 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": 0.867,
"criticality": "low",
"id": "BIOPULSE-107195",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T14:48:34Z",
"trace_id": "81eb9999-ffd4-45f3-b012-9d523dae0c62"
} | {
"age_group": "18-30",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 157,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-FC4479F2",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-CCC518",
"timestamp": "2026-04-12T13:59:34Z",
"vitals": {
"cortisol_ugdl": 17,
"glucose": 104.9,
"hr": 105,
"qt_interval_ms": 416,
"spo2": 95,
... | {
"anomaly_score": 0.9,
"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": 0.964,
"criticality": "high",
"id": "BIOPULSE-107196",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T12:57:39Z",
"trace_id": "582bfdf5-e30c-42c6-add0-e3e8dccc0f79"
} | {
"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": 68,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-0B2FD383",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-0B3CC1",
"timestamp": "2026-04-12T12:11:39Z",
"vitals": {
"cortisol_ugdl": 9.8,
"glucose": 89.3,
"hr": 106,
"qt_interval_ms": 396,
"spo2": 96,... | {
"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 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": 0.879,
"criticality": "medium",
"id": "BIOPULSE-107197",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T04:54:58Z",
"trace_id": "7ceba96b-3ec9-47a1-8289-c06bc45c1577"
} | {
"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": 167,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-9908B0D0",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-CA8994",
"timestamp": "2026-04-12T04:02:58Z",
"vitals": {
"cortisol_ugdl": 15.8,
"glucose": 97.7,
"hr": 79,
"qt_interval_ms": 422,
"spo2": 98,
"... | {
"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": 0.886,
"criticality": "life_threatening",
"id": "BIOPULSE-107198",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T20:55:26Z",
"trace_id": "920c3beb-de56-47de-9c1d-c21f47cb3ae3"
} | {
"age_group": "51-70",
"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": 147,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-9706800F",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-370DFB",
"timestamp": "2026-04-12T19:51:26Z",
"vitals": {
"cortisol_ugdl": 16.4,
"glucose": 98.6,
"hr": 75,
"qt_interval_ms": 413,
"spo2": 98,
... | {
"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 high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.889,
"criticality": "medium",
"id": "BIOPULSE-107199",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:29:39Z",
"trace_id": "d44ad1e7-220d-480c-b743-931ecbe54c3b"
} | {
"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": 55,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-5102C12A",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-680F5F",
"timestamp": "2026-04-12T06:27:39Z",
"vitals": {
"cortisol_ugdl": 8.1,
"glucose": 93.3,
"hr": 109,
"qt_interval_ms": 405,
"spo2": 95,
... | {
"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 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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