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": 0.941,
"criticality": "life_threatening",
"id": "BIOPULSE-102800",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T15:13:29Z",
"trace_id": "b3fccfe1-929e-4345-b994-251b3609f6e1"
} | {
"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": 18,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-6ACFC26B",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-588D82",
"timestamp": "2026-04-12T14:04:29Z",
"vitals": {
"cortisol_ugdl": 13.6,
"glucose": 152.1,
"hr": 97,
"qt_interval_ms": 426,
"spo2": 9... | {
"anomaly_score": 0.78,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.95,
"criticality": "low",
"id": "BIOPULSE-102801",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T11:43:27Z",
"trace_id": "0707a415-6565-4a9f-bd03-49c34e2fefe8"
} | {
"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": 170,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-B9DB8419",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-22A369",
"timestamp": "2026-04-12T11:08:27Z",
"vitals": {
"cortisol_ugdl": 7.2,
"glucose": 78.8,
"hr": 85,
"qt_interval_ms": 397,
"spo2": 94,
"s... | {
"anomaly_score": 0.73,
"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": 0.984,
"criticality": "high",
"id": "BIOPULSE-102802",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T14:37:28Z",
"trace_id": "d3562244-40cf-429e-9bc7-f0b2da2142b1"
} | {
"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": 169,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-1D18A170",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-CF6E10",
"timestamp": "2026-04-12T13:42:28Z",
"vitals": {
"cortisol_ugdl": 18.5,
"glucose": 104.3,
"hr": 105,
"qt_interval_ms": 418,
"spo2": 97,
... | {
"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": 0.943,
"criticality": "high",
"id": "BIOPULSE-102803",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T08:00:41Z",
"trace_id": "8aa5b26a-7d42-47dd-a5fe-daeb73f9b94e"
} | {
"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": 76,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-A0845EC7",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-F689AC",
"timestamp": "2026-04-12T06:51:41Z",
"vitals": {
"cortisol_ugdl": 10.6,
"glucose": 105.5,
"hr": 90,
"qt_interval_ms": 435,
"spo2": 95... | {
"anomaly_score": 0.91,
"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": 0.854,
"criticality": "low",
"id": "BIOPULSE-102804",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T20:53:35Z",
"trace_id": "9f5991db-d651-4c37-a531-6ba5abb6d968"
} | {
"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": 143,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-54BC998A",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-6DAE4D",
"timestamp": "2026-04-12T19:47:35Z",
"vitals": {
"cortisol_ugdl": 13.1,
"glucose": 144,
"hr": 91,
"qt_interval_ms": 420,
"spo2": 96,... | {
"anomaly_score": 0.8,
"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": 0.891,
"criticality": "life_threatening",
"id": "BIOPULSE-102805",
"outcome": "patient_stabilized",
"timestamp": "2026-04-13T00:42:57Z",
"trace_id": "21ddea7e-3061-426c-b174-add36f9a03ea"
} | {
"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": 211,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-B792ADC3",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-8D4920",
"timestamp": "2026-04-12T23:40:57Z",
"vitals": {
"cortisol_ugdl": 7.8,
"glucose": 97.9,
"hr": 65,
"qt_interval_ms": 413,
"spo2"... | {
"anomaly_score": 0.97,
"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": 0.91,
"criticality": "high",
"id": "BIOPULSE-102806",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T17:44:05Z",
"trace_id": "a8f361e3-ec85-40b6-999e-acf9707a12bf"
} | {
"age_group": "31-50",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 24,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-8A5B73DA",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-CCEF55",
"timestamp": "2026-04-12T16:48:05Z",
"vitals": {
"cortisol_ugdl": 17,
"glucose": 104.2,
"hr": 87,
"qt_interval_ms": 429,
"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 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": 0.965,
"criticality": "high",
"id": "BIOPULSE-102807",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T13:34:34Z",
"trace_id": "1db87b50-9ef2-4e18-83f9-36d2c0ae8355"
} | {
"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": 103,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-0983B0DA",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-EE6049",
"timestamp": "2026-04-12T12:33:34Z",
"vitals": {
"cortisol_ugdl": 6.9,
"glucose": 88.3,
"hr": 82,
"qt_interval_ms": 401,
"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": 0.985,
"criticality": "life_threatening",
"id": "BIOPULSE-102808",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T18:35:49Z",
"trace_id": "72f663ee-2837-4ffb-adf6-f1469cd877e5"
} | {
"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": 98,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-0DB24AB6",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-E3C6DC",
"timestamp": "2026-04-12T17:41:49Z",
"vitals": {
"cortisol_ugdl": 10.2,
"glucose": 106.4,
"hr": 76,
"qt_interval_ms": 438,
"spo2": 96,
... | {
"anomaly_score": 0.98,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.969,
"criticality": "high",
"id": "BIOPULSE-102809",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T02:27:24Z",
"trace_id": "225a74e4-d5a5-46b7-a36b-f71c4355a6b0"
} | {
"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": 116,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-1F2EC981",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-25BEF9",
"timestamp": "2026-04-12T01:51:24Z",
"vitals": {
"cortisol_ugdl": 6.5,
"glucose": 77.9,
"hr": 91,
"qt_interval_ms": 404,
"spo2": 96,
... | {
"anomaly_score": 0.86,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.882,
"criticality": "high",
"id": "BIOPULSE-102810",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:03:46Z",
"trace_id": "5ca9e4e0-c691-4e62-9c64-5b59166694ed"
} | {
"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": 41,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-AEC1BD5C",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-E51811",
"timestamp": "2026-04-12T06:19:46Z",
"vitals": {
"cortisol_ugdl": 6.2,
"glucose": 91.4,
"hr": 55,
"qt_interval_ms": 409,
"spo2": 99,
... | {
"anomaly_score": 0.73,
"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": 0.931,
"criticality": "high",
"id": "BIOPULSE-102811",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:02:03Z",
"trace_id": "69e2be8c-15e7-457d-b2a4-90809090b67e"
} | {
"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": 188,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-AEE4D74F",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-441C0D",
"timestamp": "2026-04-12T06:14:03Z",
"vitals": {
"cortisol_ugdl": 8,
"glucose": 100.8,
"hr": 76,
"qt_interval_ms": 399,
"spo2": 98,
... | {
"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": 0.957,
"criticality": "medium",
"id": "BIOPULSE-102812",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T14:11:12Z",
"trace_id": "572a892a-968b-4bcb-8b79-7b8eb22b7d06"
} | {
"age_group": "51-70",
"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": 91,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-3A331F6E",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-465B08",
"timestamp": "2026-04-12T12:58:12Z",
"vitals": {
"cortisol_ugdl": 9.1,
"glucose": 104.9,
"hr": 90,
"qt_interval_ms": 425,
"spo2": 96,
... | {
"anomaly_score": 0.84,
"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": 0.866,
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} | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
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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"tracked_biomarkers": [
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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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{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "0423de56-b8b3-4762-b7e4-1a4d4eae974d"
} | {
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} | {
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"cortisol_ugdl",
"spo2_pct",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"timestamp": "2026-04-12T20:53:38Z",
"trace_id": "19d13269-e718-4771-b793-2489570c8382"
} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"timestamp": "2026-04-12T10:27:25Z",
"trace_id": "060d31ed-152a-47e0-b23b-b212cc3d2e51"
} | {
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_u... | [
{
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"timestamp": "2026-04-12T09:19:25Z",
"vitals": {
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"hr": 90,
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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": 0.939,
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"trace_id": "b8a13ec6-41e6-4375-bf5b-0106b7aea62c"
} | {
"age_group": "70+",
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
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"timestamp": "2026-04-12T01:43:05Z",
"vitals": {
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"hr": 61,
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"s... | {
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"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
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} | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.85,
"criticality": "low",
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"timestamp": "2026-04-12T18:04:08Z",
"trace_id": "4d5378f5-aab6-4dec-8aa2-e4789c8e119f"
} | {
"age_group": "18-30",
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} | {
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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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"sensor_id": "SENS-08F889",
"timestamp": "2026-04-12T17:16:08Z",
"vitals": {
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"glucose": 96.2,
"hr": 100,
"qt_interval_ms": 406,
"spo2": 96... | {
"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"
} | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.905,
"criticality": "high",
"id": "BIOPULSE-102826",
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"trace_id": "8738eff7-9c86-423a-ab5d-d040da657dbb"
} | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
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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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.872,
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"trace_id": "3ade478d-6f9e-4c24-9604-2632d2a96a09"
} | {
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"tracked_biomarkers": [
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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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"tracked_biomarkers": [
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.859,
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"trace_id": "cb7b0368-7b14-4b9c-8ae7-57ff51afeaa8"
} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.913,
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"trace_id": "c097fb6b-a58c-4bb9-b87a-ec94c78f66bc"
} | {
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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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"timestamp": "2026-04-12T07:47:16Z",
"vitals": {
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.855,
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"trace_id": "ef0bff20-2bd2-456d-bfb1-62cc6f030a02"
} | {
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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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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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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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"cortisol_ug... | [
{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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} |
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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"cortisol_u... | [
{
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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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"cortisol_u... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.904,
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} | {
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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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} |
1.0.0-bio-pulse-sample | {
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} | {
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"tracked_biomarkers": [
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"cortisol_ugdl",
... | [
{
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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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{
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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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"spo2": 96... | {
"anomaly_score": 0.86,
"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": 0.877,
"criticality": "life_threatening",
"id": "BIOPULSE-102892",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T20:57:18Z",
"trace_id": "98045560-ea8f-43a4-b8a3-bf5dca56c829"
} | {
"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": 79,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-7A1C1994",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-095CB6",
"timestamp": "2026-04-12T20:18:18Z",
"vitals": {
"cortisol_ugdl": 9.7,
"glucose": 94.6,
"hr": 105,
"qt_interval_ms": 400,
"spo2": 93,
... | {
"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 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": 0.944,
"criticality": "low",
"id": "BIOPULSE-102893",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T05:04:27Z",
"trace_id": "b50b7a13-399d-46f4-9ef4-06e3dba02cae"
} | {
"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": 95,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-7DE98A47",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-454252",
"timestamp": "2026-04-12T04:07:27Z",
"vitals": {
"cortisol_ugdl": 10.6,
"glucose": 100.6,
"hr": 88,
"qt_interval_ms": 427,
"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 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": 0.891,
"criticality": "life_threatening",
"id": "BIOPULSE-102894",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T08:41:28Z",
"trace_id": "eb0affd5-21d3-42d6-924b-8b0ef38453eb"
} | {
"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": 83,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-700E118A",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-543910",
"timestamp": "2026-04-12T07:55:28Z",
"vitals": {
"cortisol_ugdl": 7.6,
"glucose": 93.8,
"hr": 90,
"qt_interval_ms": 405,
"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 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": 0.901,
"criticality": "high",
"id": "BIOPULSE-102895",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T10:43:59Z",
"trace_id": "ed805a57-f633-4f40-9a04-7a5d6facb439"
} | {
"age_group": "18-30",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 72,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-61FED922",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-2A17A2",
"timestamp": "2026-04-12T09:32:59Z",
"vitals": {
"cortisol_ugdl": 8.5,
"glucose": 98.8,
"hr": 65,
"qt_interval_ms": 417,
"spo2"... | {
"anomaly_score": 0.97,
"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": 0.986,
"criticality": "life_threatening",
"id": "BIOPULSE-102896",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T09:08:40Z",
"trace_id": "e4df88e1-d3f1-42f0-adaf-0ba297d994b7"
} | {
"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": 58,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-4C480D12",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-4435A8",
"timestamp": "2026-04-12T08:07:40Z",
"vitals": {
"cortisol_ugdl": 8.1,
"glucose": 100.8,
"hr": 80,
"qt_interval_ms": 403,
"spo2": 97,... | {
"anomaly_score": 0.76,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.866,
"criticality": "low",
"id": "BIOPULSE-102897",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T23:16:27Z",
"trace_id": "563c4d74-15f3-4103-bcd7-7aba79b8abe4"
} | {
"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": 31,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-DE0713AE",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-6A6F80",
"timestamp": "2026-04-12T22:17:27Z",
"vitals": {
"cortisol_ugdl": 13.7,
"glucose": 147.9,
"hr": 84,
"qt_interval_ms": 433,
"spo... | {
"anomaly_score": 0.89,
"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": 0.89,
"criticality": "high",
"id": "BIOPULSE-102898",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T17:59:25Z",
"trace_id": "2913a66c-0d35-4729-80b9-271e1d6ce245"
} | {
"age_group": "18-30",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 38,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-4F77F997",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-0C4029",
"timestamp": "2026-04-12T17:21:25Z",
"vitals": {
"cortisol_ugdl": 18.6,
"glucose": 110.1,
"hr": 87,
"qt_interval_ms": 424,
"spo... | {
"anomaly_score": 0.77,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.918,
"criticality": "low",
"id": "BIOPULSE-102899",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T02:39:16Z",
"trace_id": "b61daa87-268f-4ef2-8a63-3f00f21fc304"
} | {
"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": 45,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-EA458BD2",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-BE81EA",
"timestamp": "2026-04-12T01:25:16Z",
"vitals": {
"cortisol_ugdl": 8.6,
"glucose": 93.2,
"hr": 106,
"qt_interval_ms": 399,
"spo2": 95,
... | {
"anomaly_score": 0.84,
"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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