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": 0.87,
"criticality": "medium",
"id": "BIOPULSE-100300",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T17:54:13Z",
"trace_id": "1a710dd8-7af3-4cf1-a1de-262bf902c909"
} | {
"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": 77,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-1E890AE5",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-A2E1D8",
"timestamp": "2026-04-12T16:47:13Z",
"vitals": {
"cortisol_ugdl": 7.9,
"glucose": 94.9,
"hr": 71,
"qt_interval_ms": 434,
"spo2": 96,
... | {
"anomaly_score": 0.92,
"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": 0.862,
"criticality": "life_threatening",
"id": "BIOPULSE-100301",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T08:03:18Z",
"trace_id": "6384dccd-30cc-4196-b417-6fb2753f201e"
} | {
"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": 226,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-AAC02160",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-944420",
"timestamp": "2026-04-12T06:59:18Z",
"vitals": {
"cortisol_ugdl": 6.8,
"glucose": 84.8,
"hr": 54,
"qt_interval_ms": 404,
"spo2": 97,
... | {
"anomaly_score": 0.92,
"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": 0.886,
"criticality": "low",
"id": "BIOPULSE-100302",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T01:21:03Z",
"trace_id": "bfda972e-dbdd-456a-82eb-89511e5360ab"
} | {
"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": 236,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-384B2819",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-03A30D",
"timestamp": "2026-04-12T00:40:03Z",
"vitals": {
"cortisol_ugdl": 11,
"glucose": 106.8,
"hr": 87,
"qt_interval_ms": 424,
"spo2": 96,
"... | {
"anomaly_score": 0.86,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.944,
"criticality": "low",
"id": "BIOPULSE-100303",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T23:30:56Z",
"trace_id": "4acb73c3-ad54-456e-9da5-58b20ab1971a"
} | {
"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": 42,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-40C0A33C",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-25EC9E",
"timestamp": "2026-04-12T22:32:56Z",
"vitals": {
"cortisol_ugdl": 12.9,
"glucose": 144.9,
"hr": 95,
"qt_interval_ms": 427,
"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 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": 0.893,
"criticality": "medium",
"id": "BIOPULSE-100304",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T09:48:30Z",
"trace_id": "4667a317-7d6a-47cc-9a88-9c2fb576d7a7"
} | {
"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": 50,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-ABC255A6",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-BD9B4C",
"timestamp": "2026-04-12T09:09:30Z",
"vitals": {
"cortisol_ugdl": 14.2,
"glucose": 142.6,
"hr": 79,
"qt_interval_ms": 441,
"spo2": 95,
... | {
"anomaly_score": 0.82,
"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-100305",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T02:12:56Z",
"trace_id": "ac58c842-87e0-4b3c-8711-980735b3b764"
} | {
"age_group": "70+",
"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": 188,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-0623997F",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-D77D4B",
"timestamp": "2026-04-12T00:54:56Z",
"vitals": {
"cortisol_ugdl": 18.6,
"glucose": 112.1,
"hr": 105,
"qt_interval_ms": 418,
"spo2": 96,
... | {
"anomaly_score": 0.86,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.981,
"criticality": "high",
"id": "BIOPULSE-100306",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T04:39:39Z",
"trace_id": "24e83597-8e73-4883-93a0-e09626b713ea"
} | {
"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": 41,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-4FC91E59",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-351897",
"timestamp": "2026-04-12T03:40:39Z",
"vitals": {
"cortisol_ugdl": 16.5,
"glucose": 103.7,
"hr": 80,
"qt_interval_ms": 424,
"spo2": 96,
... | {
"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 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": 0.93,
"criticality": "high",
"id": "BIOPULSE-100307",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T03:29:58Z",
"trace_id": "f564e5c3-c388-4100-a260-95a7595bac0b"
} | {
"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": 125,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-88721AB3",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-90DB31",
"timestamp": "2026-04-12T02:31:58Z",
"vitals": {
"cortisol_ugdl": 11.9,
"glucose": 141.3,
"hr": 71,
"qt_interval_ms": 416,
"spo2": 96,... | {
"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 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": 0.937,
"criticality": "medium",
"id": "BIOPULSE-100308",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-13T00:52:54Z",
"trace_id": "7c2760a0-eb7d-454b-b4d6-544503e5f343"
} | {
"age_group": "51-70",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 129,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-00296280",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-EFD26E",
"timestamp": "2026-04-12T23:54:54Z",
"vitals": {
"cortisol_ugdl": 7.9,
"glucose": 93,
"hr": 63,
"qt_interval_ms": 412,
"spo2": 98,
... | {
"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": 0.872,
"criticality": "medium",
"id": "BIOPULSE-100309",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T14:10:33Z",
"trace_id": "0d018351-64c7-4c48-9af0-b4234f79cd99"
} | {
"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": 203,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-C5814F69",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-AAE378",
"timestamp": "2026-04-12T13:28:33Z",
"vitals": {
"cortisol_ugdl": 14,
"glucose": 142,
"hr": 81,
"qt_interval_ms": 427,
"spo2": 97,
... | {
"anomaly_score": 0.82,
"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": 0.855,
"criticality": "life_threatening",
"id": "BIOPULSE-100310",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T12:07:12Z",
"trace_id": "6d030a24-adca-4fd6-ab83-cb87825dc3a7"
} | {
"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": 194,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-760F42EB",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-3077CA",
"timestamp": "2026-04-12T11:29:12Z",
"vitals": {
"cortisol_ugdl": 9,
"glucose": 102.9,
"hr": 91,
"qt_interval_ms": 429,
"spo2": 94,
... | {
"anomaly_score": 0.83,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.901,
"criticality": "high",
"id": "BIOPULSE-100311",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T05:11:29Z",
"trace_id": "3ddc503d-bf9f-450a-ba8b-625aea67ab99"
} | {
"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": 183,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-33F70C07",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-A86223",
"timestamp": "2026-04-12T04:17:29Z",
"vitals": {
"cortisol_ugdl": 7.2,
"glucose": 98,
"hr": 74,
"qt_interval_ms": 401,
"spo2": 97,
... | {
"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 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": 0.934,
"criticality": "life_threatening",
"id": "BIOPULSE-100312",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T05:22:46Z",
"trace_id": "c48d0358-2d35-4978-96a5-64a9fafb85a3"
} | {
"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": 123,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-58183092",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-7CF464",
"timestamp": "2026-04-12T04:45:46Z",
"vitals": {
"cortisol_ugdl": 13.1,
"glucose": 148.5,
"hr": 91,
"qt_interval_ms": 428,
"spo2": 97,
... | {
"anomaly_score": 0.89,
"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 | {
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"trace_id": "f450bb03-596b-4be8-a549-5486d023f839"
} | {
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} | {
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"glucose_mgdl",
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{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "3b7df148-deac-49ed-a68d-9eb880839f36"
} | {
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"frailty",
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"heart_rate_bpm",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.945,
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"trace_id": "69427630-0566-4999-9f4b-09126186753f"
} | {
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... | [
{
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"Sleep_Apnea_Cascade"
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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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"heart_rate_bpm",
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"spo2_pct",
... | [
{
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.967,
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} | {
"age_group": "70+",
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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} |
1.0.0-bio-pulse-sample | {
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} | {
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} | {
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"glucose_mgdl",
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.965,
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"id": "BIOPULSE-100319",
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"trace_id": "e4472b21-1f28-4a31-91f1-57fc182936d3"
} | {
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"glucose_mgdl",
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{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.9,
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"timestamp": "2026-04-12T21:04:26Z",
"trace_id": "4ac04f84-9557-4327-b88a-2c8f8aa95af3"
} | {
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"frailty",
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.972,
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"trace_id": "2c85f775-e440-46cd-a5fc-ec1dea4be820"
} | {
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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": 0.963,
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"timestamp": "2026-04-12T01:43:22Z",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.984,
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"trace_id": "992512ce-f99b-442d-bc1e-52f1c3fbdfd5"
} | {
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"tracked_biomarkers": [
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... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.896,
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"timestamp": "2026-04-12T11:54:00Z",
"trace_id": "9fc54bf8-40f8-4266-9f9b-d47c0e139e77"
} | {
"age_group": "51-70",
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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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"hr": 70,
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"Atrial_Fibrillation",
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.969,
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"id": "BIOPULSE-100325",
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"timestamp": "2026-04-13T00:15:40Z",
"trace_id": "a86cca2f-588a-4528-b060-fba8386ced41"
} | {
"age_group": "70+",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"timestamp": "2026-04-12T23:43:40Z",
"vitals": {
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"hr": 63,
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"spo2": 9... | {
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"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.912,
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"timestamp": "2026-04-12T18:03:30Z",
"trace_id": "dae7599a-6fde-4224-a22b-b283f35a7cc2"
} | {
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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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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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... | [
{
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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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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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{
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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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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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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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"anomaly_score": 0.9,
"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": 0.903,
"criticality": "life_threatening",
"id": "BIOPULSE-100392",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T14:44:10Z",
"trace_id": "1fca7c75-75e2-419e-a940-d5d8e02986d4"
} | {
"age_group": "51-70",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 210,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-365D5CFE",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-0EB9C3",
"timestamp": "2026-04-12T14:00:10Z",
"vitals": {
"cortisol_ugdl": 7.3,
"glucose": 92.4,
"hr": 66,
"qt_interval_ms": 414,
"spo2": 99,
... | {
"anomaly_score": 0.95,
"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": 0.978,
"criticality": "high",
"id": "BIOPULSE-100393",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T05:02:07Z",
"trace_id": "4100ae33-292c-4789-89a9-efaeeca8d27e"
} | {
"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": 120,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-D7AC58BB",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-E4B8FE",
"timestamp": "2026-04-12T04:12:07Z",
"vitals": {
"cortisol_ugdl": 7.3,
"glucose": 91,
"hr": 85,
"qt_interval_ms": 399,
"spo2": 95,
"... | {
"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": 0.975,
"criticality": "low",
"id": "BIOPULSE-100394",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T19:53:35Z",
"trace_id": "6a847ca5-1bbc-4fe3-a736-b0876d6cb8ad"
} | {
"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": 227,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-C3C321EF",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-FA8651",
"timestamp": "2026-04-12T19:10:35Z",
"vitals": {
"cortisol_ugdl": 16.4,
"glucose": 97.2,
"hr": 82,
"qt_interval_ms": 419,
"spo2": 96,... | {
"anomaly_score": 0.97,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.926,
"criticality": "low",
"id": "BIOPULSE-100395",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T22:33:29Z",
"trace_id": "204bd696-6a20-4abb-992c-f55ab1f8efc2"
} | {
"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": 58,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-3457B003",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-B511E6",
"timestamp": "2026-04-12T21:44:29Z",
"vitals": {
"cortisol_ugdl": 12.2,
"glucose": 143.5,
"hr": 76,
"qt_interval_ms": 428,
"spo2": 95,... | {
"anomaly_score": 0.93,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.943,
"criticality": "medium",
"id": "BIOPULSE-100396",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T08:03:23Z",
"trace_id": "e87109c6-6b92-44ca-bef7-50d6df36056b"
} | {
"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": 16,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-2427C3AC",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-4DC1CB",
"timestamp": "2026-04-12T07:05:23Z",
"vitals": {
"cortisol_ugdl": 9.7,
"glucose": 91.6,
"hr": 72,
"qt_interval_ms": 436,
"spo2": 95,
... | {
"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 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": 0.982,
"criticality": "high",
"id": "BIOPULSE-100397",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T21:37:46Z",
"trace_id": "b9dbde5e-fdde-4c76-b005-95161484265f"
} | {
"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": 183,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-210846AC",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-E137AD",
"timestamp": "2026-04-12T20:37:46Z",
"vitals": {
"cortisol_ugdl": 10.7,
"glucose": 98.7,
"hr": 75,
"qt_interval_ms": 433,
"spo2": 94,
... | {
"anomaly_score": 0.92,
"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": 0.956,
"criticality": "low",
"id": "BIOPULSE-100398",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T06:44:33Z",
"trace_id": "688ea3ed-9628-40df-a579-2bcf2826c4c7"
} | {
"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": 93,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-6FE2E9CC",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-8C20E4",
"timestamp": "2026-04-12T05:43:33Z",
"vitals": {
"cortisol_ugdl": 8.6,
"glucose": 96.3,
"hr": 66,
"qt_interval_ms": 416,
"spo2": 98,
... | {
"anomaly_score": 0.9,
"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": 0.87,
"criticality": "life_threatening",
"id": "BIOPULSE-100399",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T03:42:54Z",
"trace_id": "a5276769-7475-4865-a11d-a6d803adcaa2"
} | {
"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": 223,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-C4924AC9",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-9986B5",
"timestamp": "2026-04-12T03:03:54Z",
"vitals": {
"cortisol_ugdl": 18.6,
"glucose": 102.6,
"hr": 89,
"qt_interval_ms": 429,
"spo2": 97,
... | {
"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"
]
} |
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