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": 0.883,
"criticality": "life_threatening",
"id": "BIOPULSE-100200",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T12:59:27Z",
"trace_id": "bcdd4ec0-7a1e-430c-b55b-f8655b7200ba"
} | {
"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": 131,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-C3D23BFE",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-FA2658",
"timestamp": "2026-04-12T11:48:27Z",
"vitals": {
"cortisol_ugdl": 8,
"glucose": 101.7,
"hr": 72,
"qt_interval_ms": 406,
"spo2": 99,
... | {
"anomaly_score": 0.74,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.954,
"criticality": "low",
"id": "BIOPULSE-100201",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T05:28:29Z",
"trace_id": "b150aca1-fcb5-4f60-a218-7bfe5707245f"
} | {
"age_group": "70+",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 95,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-D7B301BD",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-7BF593",
"timestamp": "2026-04-12T04:21:29Z",
"vitals": {
"cortisol_ugdl": 11.8,
"glucose": 146,
"hr": 73,
"qt_interval_ms": 428,
"spo2": 96,
... | {
"anomaly_score": 0.87,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.895,
"criticality": "life_threatening",
"id": "BIOPULSE-100202",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T16:15:25Z",
"trace_id": "a3c56979-10af-4acb-a29c-9036e926f6d2"
} | {
"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": 86,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-3DB4711A",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-2A613A",
"timestamp": "2026-04-12T15:32:25Z",
"vitals": {
"cortisol_ugdl": 16.1,
"glucose": 103.8,
"hr": 85,
"qt_interval_ms": 414,
"spo2": 98... | {
"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 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": 0.911,
"criticality": "life_threatening",
"id": "BIOPULSE-100203",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T03:58:37Z",
"trace_id": "cb4ba368-7b15-44da-b123-ca661b85a957"
} | {
"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": 203,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-0A558B01",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-B3DF6D",
"timestamp": "2026-04-12T02:31:37Z",
"vitals": {
"cortisol_ugdl": 8.8,
"glucose": 90.4,
"hr": 61,
"qt_interval_ms": 415,
"spo2": 97,
... | {
"anomaly_score": 0.88,
"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": 0.951,
"criticality": "low",
"id": "BIOPULSE-100204",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T15:31:38Z",
"trace_id": "2be8bbe3-5e55-421f-b6e6-67665c70d787"
} | {
"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": 112,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-7170902E",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-E376EC",
"timestamp": "2026-04-12T14:36:38Z",
"vitals": {
"cortisol_ugdl": 10.5,
"glucose": 98.7,
"hr": 80,
"qt_interval_ms": 435,
"spo2": 95,
... | {
"anomaly_score": 0.99,
"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": 0.902,
"criticality": "low",
"id": "BIOPULSE-100205",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T14:09:43Z",
"trace_id": "aff802ed-5b14-41e0-b916-fb9e4408ad0b"
} | {
"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": 207,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-ECCCD452",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-8E1F95",
"timestamp": "2026-04-12T13:28:43Z",
"vitals": {
"cortisol_ugdl": 4.1,
"glucose": 86.8,
"hr": 58,
"qt_interval_ms": 408,
"spo2": 98,
... | {
"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 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": 0.983,
"criticality": "life_threatening",
"id": "BIOPULSE-100206",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-13T00:24:50Z",
"trace_id": "081f61ee-2af4-4757-84a5-6f35dec55f51"
} | {
"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": 125,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-08A33A17",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-E13F59",
"timestamp": "2026-04-12T23:08:50Z",
"vitals": {
"cortisol_ugdl": 12.9,
"glucose": 150.8,
"hr": 81,
"qt_interval_ms": 431,
"spo2... | {
"anomaly_score": 0.85,
"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": 0.906,
"criticality": "high",
"id": "BIOPULSE-100207",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T08:35:56Z",
"trace_id": "e8fefe3b-dd84-47c3-ad0b-46e45f02a983"
} | {
"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": 82,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-4E57D90A",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-329734",
"timestamp": "2026-04-12T07:31:56Z",
"vitals": {
"cortisol_ugdl": 13,
"glucose": 143.3,
"hr": 80,
"qt_interval_ms": 439,
"spo2": 95,... | {
"anomaly_score": 0.87,
"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": 0.935,
"criticality": "medium",
"id": "BIOPULSE-100208",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-13T00:17:52Z",
"trace_id": "5f0abd57-fb86-444b-a7b5-da2bfe4bccd6"
} | {
"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": 37,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-73D08A64",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-2C7536",
"timestamp": "2026-04-12T23:25:52Z",
"vitals": {
"cortisol_ugdl": 10,
"glucose": 104.6,
"hr": 79,
"qt_interval_ms": 444,
"spo2"... | {
"anomaly_score": 0.85,
"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": 0.952,
"criticality": "medium",
"id": "BIOPULSE-100209",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T17:15:40Z",
"trace_id": "b1ada651-56be-4b65-ba35-0dd11b16b383"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 240,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-95F1C38A",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-B60E4C",
"timestamp": "2026-04-12T16:20:40Z",
"vitals": {
"cortisol_ugdl": 8.1,
"glucose": 93.3,
"hr": 94,
"qt_interval_ms": 418,
"spo2":... | {
"anomaly_score": 0.93,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.866,
"criticality": "life_threatening",
"id": "BIOPULSE-100210",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T09:11:28Z",
"trace_id": "55cc6b47-4845-4b1a-a8c4-3e6544bb6ae6"
} | {
"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": 51,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-B75475D3",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-2CD1A5",
"timestamp": "2026-04-12T08:18:28Z",
"vitals": {
"cortisol_ugdl": 10,
"glucose": 109.9,
"hr": 86,
"qt_interval_ms": 430,
"spo2": 93,
"... | {
"anomaly_score": 0.95,
"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": 0.962,
"criticality": "low",
"id": "BIOPULSE-100211",
"outcome": "intervention_successful",
"timestamp": "2026-04-13T00:39:36Z",
"trace_id": "d2dbcd8c-795d-4a1e-b3ad-81a9fc5a112a"
} | {
"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": 236,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-B9FFE074",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-E7C28E",
"timestamp": "2026-04-12T23:34:36Z",
"vitals": {
"cortisol_ugdl": 7.1,
"glucose": 98.8,
"hr": 71,
"qt_interval_ms": 425,
"spo2": 96,
"s... | {
"anomaly_score": 0.79,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.883,
"criticality": "high",
"id": "BIOPULSE-100212",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T09:17:31Z",
"trace_id": "7634f6f7-c031-4072-8f05-f851fb4dc352"
} | {
"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": 59,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-8BB8B053",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-8C5128",
"timestamp": "2026-04-12T08:44:31Z",
"vitals": {
"cortisol_ugdl": 7.7,
"glucose": 101.5,
"hr": 75,
"qt_interval_ms": 429,
"spo2": 95,
"... | {
"anomaly_score": 0.89,
"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": 0.858,
"criticality": "low",
"id": "BIOPULSE-100213",
"outcome": "intervention_successful",
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"trace_id": "579e100a-98b3-4d4b-9737-2c205c5b1c7d"
} | {
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"hypertension",
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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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"glucose_mgdl",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.903,
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.97,
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.961,
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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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"timestamp": "2026-04-12T15:43:55Z",
"trace_id": "fdc5051d-88ce-410d-9411-6e42efb98a3f"
} | {
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} | {
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{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.974,
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"trace_id": "cfd825f3-4105-40bc-8c57-5c3b5c06320a"
} | {
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{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.948,
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"timestamp": "2026-04-12T21:59:25Z",
"trace_id": "b8af0dec-9025-44db-b4b3-efb93c3ef19d"
} | {
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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": 0.939,
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"trace_id": "a5618443-f055-43ca-8a56-0662ddb0a687"
} | {
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"cortisol_u... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.956,
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"timestamp": "2026-04-12T08:24:48Z",
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} | {
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"tracked_biomarkers": [
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"cortisol_u... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.916,
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"timestamp": "2026-04-12T06:42:46Z",
"trace_id": "9ee85f0e-7db4-4e11-9532-4e232337bac7"
} | {
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"tracked_biomarkers": [
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... | [
{
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.975,
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"timestamp": "2026-04-12T13:30:11Z",
"trace_id": "8e2ce549-3a87-49ae-b631-37c65094b448"
} | {
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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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"glucose_mgdl",
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.918,
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} | {
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... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.935,
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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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"tracked_biomarkers": [
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... | [
{
"event_name": "TEMPERATURE_SPIKE",
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "fafd2662-8f8c-4484-a097-e8bdb6c13089"
} | {
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"frailty",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "53cc1394-ea9b-46cc-ba5b-aed84bf6b476"
} | {
"age_group": "18-30",
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"asthma"
],
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} | {
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"MEDICATION_INGESTION_A",
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"tracked_biomarkers": [
"glucose_mgdl",
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{
"event_name": "MEDICATION_INGESTION_A",
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} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.933,
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"trace_id": "795d0e81-b25e-4379-b347-bdcb97bab97b"
} | {
"age_group": "70+",
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"none"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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... | {
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"signature": "Predictive Nocturnal_Hypoglycemia for active_longevity"
} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.858,
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"trace_id": "e8e46e96-ea1c-44ba-bafd-54ae761c2f3b"
} | {
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"frailty",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.862,
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"trace_id": "37eeec19-85f4-4dd0-85a5-d3d1c26e0da0"
} | {
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"anxiety",
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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} | {
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"Hypoglycemic_Event",
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.943,
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"trace_id": "f595b817-c336-4427-a1eb-c317a5da3511"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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{
"event_name": "MEDICATION_INGESTION_A",
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} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.902,
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"id": "BIOPULSE-100246",
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"timestamp": "2026-04-12T14:15:32Z",
"trace_id": "a99b259f-2947-4f31-b6a3-7fc134f9c204"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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{
"event_name": "MEDICATION_INGESTION_A",
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} | {
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"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.929,
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"trace_id": "1663ccde-b514-4104-99fc-1825efdf1af0"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"vitals": {
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} | {
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.86,
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"id": "BIOPULSE-100248",
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"timestamp": "2026-04-12T16:27:35Z",
"trace_id": "9ca252dd-38f2-422a-b485-cba228d036a1"
} | {
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"frailty",
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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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... | {
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"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
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"Hypoglycemic_Event",
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.957,
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"timestamp": "2026-04-12T20:22:44Z",
"trace_id": "373f8b2f-dc1f-4bd1-ad89-3745ff7194b0"
} | {
"age_group": "18-30",
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"asthma"
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} | {
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"TEMPERATURE_SPIKE",
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"timestamp": "2026-04-12T19:13:44Z",
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... | {
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} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.898,
"criticality": "low",
"id": "BIOPULSE-100250",
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"timestamp": "2026-04-12T20:21:17Z",
"trace_id": "cd53e9dc-5fa9-4f5e-b442-e5d746816ee0"
} | {
"age_group": "70+",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"timestamp": "2026-04-12T19:40:17Z",
"vitals": {
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"spo2": ... | {
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"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for high_stress_corporate"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.927,
"criticality": "low",
"id": "BIOPULSE-100251",
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"timestamp": "2026-04-12T14:44:10Z",
"trace_id": "b92d2dad-e051-4b15-9f15-cfb4cd4aabe7"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"timestamp": "2026-04-12T13:59:10Z",
"vitals": {
"cortisol_ugdl": 13.5,
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"hr": 82,
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"spo2": 9... | {
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"signature": "Predictive Drug_Interaction_Toxicity for sedentary_diabetic"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.864,
"criticality": "medium",
"id": "BIOPULSE-100252",
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"timestamp": "2026-04-12T11:47:13Z",
"trace_id": "a8b19f12-b19a-4db0-acfe-b24d2b07c6fa"
} | {
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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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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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{
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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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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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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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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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... | {
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"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": 0.967,
"criticality": "medium",
"id": "BIOPULSE-100292",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T04:22:21Z",
"trace_id": "32ae5703-a257-49de-9b36-920cf3003d9a"
} | {
"age_group": "51-70",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 165,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-5B258381",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-5833C1",
"timestamp": "2026-04-12T03:07:21Z",
"vitals": {
"cortisol_ugdl": 17.7,
"glucose": 110.4,
"hr": 87,
"qt_interval_ms": 423,
"spo... | {
"anomaly_score": 0.82,
"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": 0.877,
"criticality": "low",
"id": "BIOPULSE-100293",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T06:15:40Z",
"trace_id": "866a6747-98d3-42f0-9dd2-182df6cd522c"
} | {
"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": 157,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-77D9C3EC",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-84F897",
"timestamp": "2026-04-12T05:33:40Z",
"vitals": {
"cortisol_ugdl": 7.8,
"glucose": 105.5,
"hr": 76,
"qt_interval_ms": 429,
"spo2": 95,
... | {
"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 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": 0.912,
"criticality": "low",
"id": "BIOPULSE-100294",
"outcome": "intervention_successful",
"timestamp": "2026-04-13T00:53:54Z",
"trace_id": "b6f3a398-9e87-4594-bf99-2f54bb644a4c"
} | {
"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": 238,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-E17A5BAE",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-8F9CB4",
"timestamp": "2026-04-13T00:09:54Z",
"vitals": {
"cortisol_ugdl": 6.1,
"glucose": 88.2,
"hr": 55,
"qt_interval_ms": 402,
"spo2": 98,
... | {
"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": 0.856,
"criticality": "medium",
"id": "BIOPULSE-100295",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T09:39:02Z",
"trace_id": "9c309681-c0a5-45fe-9822-70a2115b3b1c"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 229,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-E6E59B61",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-575FF2",
"timestamp": "2026-04-12T08:54:02Z",
"vitals": {
"cortisol_ugdl": 8.4,
"glucose": 90.3,
"hr": 95,
"qt_interval_ms": 407,
"spo2"... | {
"anomaly_score": 0.95,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for pediatric_asthmatic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.897,
"criticality": "life_threatening",
"id": "BIOPULSE-100296",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T05:03:32Z",
"trace_id": "80fcf3e0-6154-4543-8120-530f927b1c57"
} | {
"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": 16,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-2671E4DD",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-2DFC82",
"timestamp": "2026-04-12T04:29:32Z",
"vitals": {
"cortisol_ugdl": 10.2,
"glucose": 101.3,
"hr": 86,
"qt_interval_ms": 434,
"spo2": 93,
... | {
"anomaly_score": 0.7,
"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": 0.937,
"criticality": "medium",
"id": "BIOPULSE-100297",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T04:26:14Z",
"trace_id": "7a6daa7a-8bc1-4634-be24-83cf172d2d74"
} | {
"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": 110,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-439C81D4",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-AEA4CE",
"timestamp": "2026-04-12T03:26:14Z",
"vitals": {
"cortisol_ugdl": 9,
"glucose": 91.6,
"hr": 107,
"qt_interval_ms": 398,
"spo2": 93,
... | {
"anomaly_score": 0.93,
"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": 0.855,
"criticality": "low",
"id": "BIOPULSE-100298",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T03:47:00Z",
"trace_id": "0d15920d-b684-4d2c-8f28-1bcde3ebabd7"
} | {
"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": 212,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-DB1B47C5",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-BCB9D1",
"timestamp": "2026-04-12T02:40:00Z",
"vitals": {
"cortisol_ugdl": 9.4,
"glucose": 100.5,
"hr": 91,
"qt_interval_ms": 425,
"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": 0.911,
"criticality": "low",
"id": "BIOPULSE-100299",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T11:19:42Z",
"trace_id": "2d536a77-7aff-4741-80a4-b40aad8d81bb"
} | {
"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": 75,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-1F6CD299",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-0C35A9",
"timestamp": "2026-04-12T10:36:42Z",
"vitals": {
"cortisol_ugdl": 6.3,
"glucose": 89.2,
"hr": 83,
"qt_interval_ms": 401,
"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"
]
} |
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