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": 0.86,
"criticality": "high",
"id": "BIOPULSE-104500",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T21:24:52Z",
"trace_id": "78fa5a2c-94ad-4322-bd0b-322cb8e4e137"
} | {
"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": 34,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-67E19B23",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-061C49",
"timestamp": "2026-04-12T20:12:52Z",
"vitals": {
"cortisol_ugdl": 10.2,
"glucose": 99.8,
"hr": 84,
"qt_interval_ms": 424,
"spo2": 94,
... | {
"anomaly_score": 0.71,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.921,
"criticality": "low",
"id": "BIOPULSE-104501",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T22:52:08Z",
"trace_id": "fddc9ec7-c203-41b4-ad2e-d1e1ae5dcc2d"
} | {
"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": 158,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-37C8340E",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-2DE4F7",
"timestamp": "2026-04-12T21:48:08Z",
"vitals": {
"cortisol_ugdl": 9.5,
"glucose": 105.8,
"hr": 81,
"qt_interval_ms": 441,
"spo2": 96,
... | {
"anomaly_score": 1,
"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": 0.971,
"criticality": "high",
"id": "BIOPULSE-104502",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T03:03:34Z",
"trace_id": "61516a1d-d93f-42be-920e-7e1badd290b7"
} | {
"age_group": "31-50",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 219,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-4D827979",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-6120BE",
"timestamp": "2026-04-12T02:29:34Z",
"vitals": {
"cortisol_ugdl": 14.1,
"glucose": 142.9,
"hr": 93,
"qt_interval_ms": 425,
"spo2": 96... | {
"anomaly_score": 0.94,
"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": 0.976,
"criticality": "medium",
"id": "BIOPULSE-104503",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T05:09:36Z",
"trace_id": "fbfa24dc-8996-4718-8159-d0cb4dafc606"
} | {
"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": 60,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-EC3197F2",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-30A5E8",
"timestamp": "2026-04-12T04:07:36Z",
"vitals": {
"cortisol_ugdl": 11.8,
"glucose": 135.7,
"hr": 69,
"qt_interval_ms": 417,
"spo2": 95... | {
"anomaly_score": 0.73,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.908,
"criticality": "low",
"id": "BIOPULSE-104504",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T23:22:09Z",
"trace_id": "2aae7011-09a8-4464-ae7d-446d8ff63032"
} | {
"age_group": "18-30",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 100,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-BD4F24CA",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-5CCD66",
"timestamp": "2026-04-12T22:02:09Z",
"vitals": {
"cortisol_ugdl": 17.2,
"glucose": 107.2,
"hr": 97,
"qt_interval_ms": 418,
"spo2": 96,
... | {
"anomaly_score": 0.85,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.917,
"criticality": "high",
"id": "BIOPULSE-104505",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T21:21:03Z",
"trace_id": "d24b1ca3-ada8-49a7-87da-12e9f16dcf25"
} | {
"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": 17,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-2E887A78",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-6281A7",
"timestamp": "2026-04-12T20:22:03Z",
"vitals": {
"cortisol_ugdl": 9,
"glucose": 100.8,
"hr": 76,
"qt_interval_ms": 406,
"spo2": 98,
... | {
"anomaly_score": 0.76,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.983,
"criticality": "medium",
"id": "BIOPULSE-104506",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T09:55:57Z",
"trace_id": "863c0e64-32c7-40e7-b053-da1d5d07c22f"
} | {
"age_group": "18-30",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 89,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-75F158CB",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-21733A",
"timestamp": "2026-04-12T08:56:57Z",
"vitals": {
"cortisol_ugdl": 17.5,
"glucose": 113.4,
"hr": 88,
"qt_interval_ms": 424,
"spo2... | {
"anomaly_score": 0.87,
"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": 0.866,
"criticality": "medium",
"id": "BIOPULSE-104507",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T14:20:21Z",
"trace_id": "07b0fffc-9e6f-4220-81e9-a49c20a9c937"
} | {
"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": 210,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-5A9206D8",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-511153",
"timestamp": "2026-04-12T13:43:21Z",
"vitals": {
"cortisol_ugdl": 9.3,
"glucose": 98.7,
"hr": 93,
"qt_interval_ms": 431,
"spo2": 95,... | {
"anomaly_score": 0.94,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for geriatric_frailty"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.854,
"criticality": "medium",
"id": "BIOPULSE-104508",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T08:16:19Z",
"trace_id": "5bf27cbe-3d1f-4fae-b7f7-922ce6a80c06"
} | {
"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": 130,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-33C65D4A",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-9CD921",
"timestamp": "2026-04-12T07:21:19Z",
"vitals": {
"cortisol_ugdl": 17.2,
"glucose": 101.4,
"hr": 80,
"qt_interval_ms": 422,
"spo2": 97,... | {
"anomaly_score": 0.76,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.929,
"criticality": "low",
"id": "BIOPULSE-104509",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T12:18:27Z",
"trace_id": "e6f9a42d-1080-425d-bdd0-03a237533f44"
} | {
"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": 202,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-D2030B91",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-B5C678",
"timestamp": "2026-04-12T11:38:27Z",
"vitals": {
"cortisol_ugdl": 10.9,
"glucose": 99.1,
"hr": 78,
"qt_interval_ms": 444,
"spo2... | {
"anomaly_score": 0.86,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for 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": "high",
"id": "BIOPULSE-104510",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T02:06:40Z",
"trace_id": "a834af2c-c8a8-41ae-9ca0-93de24249fa3"
} | {
"age_group": "70+",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 32,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-CA3BA788",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-731A29",
"timestamp": "2026-04-12T00:55:40Z",
"vitals": {
"cortisol_ugdl": 14.2,
"glucose": 149.6,
"hr": 82,
"qt_interval_ms": 435,
"spo2": 97,
... | {
"anomaly_score": 0.79,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.864,
"criticality": "high",
"id": "BIOPULSE-104511",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T02:02:25Z",
"trace_id": "14035234-8fa1-4bdb-871a-b7d63ecd8481"
} | {
"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": 210,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-4F2478D0",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-45BE4A",
"timestamp": "2026-04-12T00:59:25Z",
"vitals": {
"cortisol_ugdl": 7.8,
"glucose": 88.4,
"hr": 90,
"qt_interval_ms": 398,
"spo2": 94,
... | {
"anomaly_score": 1,
"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": 0.868,
"criticality": "life_threatening",
"id": "BIOPULSE-104512",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T20:47:34Z",
"trace_id": "3086dba8-f5e8-45a0-b9f3-7eaca1f0db7f"
} | {
"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": 229,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-C51185CC",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-10C645",
"timestamp": "2026-04-12T19:49:34Z",
"vitals": {
"cortisol_ugdl": 9,
"glucose": 92.3,
"hr": 72,
"qt_interval_ms": 429,
"spo2": 96,
"... | {
"anomaly_score": 0.85,
"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": "low",
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"trace_id": "6971d188-04d5-41a1-9151-d7d5824d747a"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.915,
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"trace_id": "99a6bf57-43a3-4334-8e15-d32edb44ba90"
} | {
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"asthma"
],
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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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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.87,
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"trace_id": "58d40548-4183-44b1-9b6c-c69d454d9538"
} | {
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"hypertension",
"obesity"
],
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} | {
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"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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} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.952,
"criticality": "life_threatening",
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"trace_id": "7a17c7a1-a992-44a0-b1f3-cec2cddf9691"
} | {
"age_group": "70+",
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"frailty",
"polypharmacy"
],
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} | {
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"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
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"prediction_window_minutes": 160,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.889,
"criticality": "life_threatening",
"id": "BIOPULSE-104517",
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"trace_id": "251892d4-ae68-4234-a101-edacb634d3c1"
} | {
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"type_2_diabetes",
"hypertension",
"obesity"
],
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} | {
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"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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} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.873,
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"timestamp": "2026-04-13T01:06:34Z",
"trace_id": "bd89aea3-8d65-494b-bb90-d88c6c56a366"
} | {
"age_group": "70+",
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"none"
],
"phenotype": "active_longevity"
} | {
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"LIVER_ENZYME_DRIFT_SIMULATED",
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
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"timestamp": "2026-04-13T00:13:34Z",
"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
} | {
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"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.96,
"criticality": "low",
"id": "BIOPULSE-104519",
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"timestamp": "2026-04-12T11:15:52Z",
"trace_id": "17e33f71-ab41-4fd7-8cb9-27465516b21d"
} | {
"age_group": "70+",
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"frailty",
"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-4ED28711",
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"timestamp": "2026-04-12T10:20:52Z",
"vitals": {
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} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.988,
"criticality": "medium",
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"timestamp": "2026-04-12T06:38:20Z",
"trace_id": "31374556-64e9-4ba1-b76f-6ec212541d90"
} | {
"age_group": "51-70",
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"frailty",
"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
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"sensor_id": "SENS-A393D9",
"timestamp": "2026-04-12T06:00:20Z",
"vitals": {
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"hr": 67,
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... | {
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} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.89,
"criticality": "life_threatening",
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"trace_id": "9a40d3b2-cda8-4da7-b0d5-d799bdac4f8e"
} | {
"age_group": "18-30",
"existing_conditions": [
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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",
"patient_id": "PAT-1D4394FD",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-7DA392",
"timestamp": "2026-04-12T03:38:27Z",
"vitals": {
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"hr": 86,
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... | {
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"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.953,
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"timestamp": "2026-04-12T22:07:32Z",
"trace_id": "2fe57b9f-de03-4f76-8936-075f0bac68dd"
} | {
"age_group": "70+",
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"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_id": "SENS-8325A1",
"timestamp": "2026-04-12T20:55:32Z",
"vitals": {
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"hr": 90,
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... | {
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"signature": "Predictive Septic_Shock_Cascade for geriatric_frailty"
} | {
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"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.89,
"criticality": "high",
"id": "BIOPULSE-104523",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T01:07:27Z",
"trace_id": "7e34dd47-4fdf-4b45-adf4-95a4e92bc7b7"
} | {
"age_group": "70+",
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"polypharmacy"
],
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_id": "SENS-B92082",
"timestamp": "2026-04-12T00:17:27Z",
"vitals": {
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"hr": 94,
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... | {
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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 geriatric_frailty"
} | {
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.965,
"criticality": "medium",
"id": "BIOPULSE-104524",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T09:46:23Z",
"trace_id": "41e062d7-2755-4e56-b228-b25de66cb190"
} | {
"age_group": "31-50",
"existing_conditions": [
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"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-F51338",
"timestamp": "2026-04-12T09:15:23Z",
"vitals": {
"cortisol_ugdl": 18,
"glucose": 113.5,
"hr": 100,
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... | {
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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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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.947,
"criticality": "life_threatening",
"id": "BIOPULSE-104525",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T10:51:47Z",
"trace_id": "24483001-997b-42f7-bf93-6ceaf838e3ac"
} | {
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"hypertension",
"obesity"
],
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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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"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-AA2492",
"timestamp": "2026-04-12T09:49:47Z",
"vitals": {
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"glucose": 148.9,
"hr": 96,
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... | {
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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 sedentary_diabetic"
} | {
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"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.874,
"criticality": "medium",
"id": "BIOPULSE-104526",
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"trace_id": "fdebe5b3-d2b5-486a-8b3c-693d55eca84a"
} | {
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"frailty",
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"tracked_biomarkers": [
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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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"tracked_biomarkers": [
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.977,
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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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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.972,
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} | {
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"tracked_biomarkers": [
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"cortisol_ugdl",
... | [
{
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"... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.96,
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"trace_id": "49582b75-ccb4-44da-b19e-d8d6fe894adf"
} | {
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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": 0.976,
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"trace_id": "4b98a5ee-f847-424b-b2ef-92c0545bf4f6"
} | {
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} | {
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"tracked_biomarkers": [
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"cortisol_ug... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"timestamp": "2026-04-13T00:28:18Z",
"trace_id": "4b370af6-7f4d-4de8-a74f-901c6a011f84"
} | {
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
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"vitals": {
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.961,
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"trace_id": "4b0a05e2-bdff-4bc5-9fb0-99c313fd2dab"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
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"timestamp": "2026-04-12T15:24:06Z",
"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for sedentary_diabetic"
} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.879,
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"timestamp": "2026-04-12T16:05:32Z",
"trace_id": "4fb4ea95-f527-445c-8149-218d26648116"
} | {
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"timestamp": "2026-04-12T15:10:32Z",
"vitals": {
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... | {
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"signature": "Predictive Nocturnal_Hypoglycemia for pediatric_asthmatic"
} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.866,
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"timestamp": "2026-04-12T05:30:17Z",
"trace_id": "8b760a17-4263-4170-86fa-5c29a63497d2"
} | {
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"polypharmacy"
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
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"timestamp": "2026-04-12T04:33:17Z",
"vitals": {
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"spo2": 9... | {
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"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.926,
"criticality": "high",
"id": "BIOPULSE-104538",
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"timestamp": "2026-04-12T19:50:48Z",
"trace_id": "acdb4fa6-d312-4e41-8eb0-e67fe4bdb0f9"
} | {
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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": "2026-04-12T19:13:48Z",
"vitals": {
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"hr": 80,
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"spo2": 95,... | {
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"signature": "Predictive Drug_Interaction_Toxicity for sedentary_diabetic"
} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.92,
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"id": "BIOPULSE-104539",
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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... | [
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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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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{
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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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"trace_id": "9e7449ff-4b2f-4682-938c-fd63bf5fa520"
} | {
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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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"trace_id": "46998d8b-2f5c-4e40-bc82-6d296473693a"
} | {
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... | [
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} |
1.0.0-bio-pulse-sample | {
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"cortisol_ug... | [
{
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1.0.0-bio-pulse-sample | {
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"trace_id": "a877c281-4cbd-4ec8-b161-ee927a012f1e"
} | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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"trace_id": "f23e4f01-216c-4758-a7e9-d3905c58a1c4"
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "6de97b4e-1001-4110-be26-0a28334bc013"
} | {
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"tracked_biomarkers": [
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.882,
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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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... | [
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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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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.933,
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} | {
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"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 197,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-B4078EF5",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-3F956D",
"timestamp": "2026-04-12T10:04:02Z",
"vitals": {
"cortisol_ugdl": 14.1,
"glucose": 145.7,
"hr": 80,
"qt_interval_ms": 426,
"spo2": 9... | {
"anomaly_score": 0.83,
"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": 0.902,
"criticality": "medium",
"id": "BIOPULSE-104592",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T17:14:58Z",
"trace_id": "ac6b2f79-ea3c-4df4-bc70-6f81e5ed8454"
} | {
"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": 233,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-67691C8F",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-642F68",
"timestamp": "2026-04-12T16:14:58Z",
"vitals": {
"cortisol_ugdl": 8.4,
"glucose": 101.4,
"hr": 78,
"qt_interval_ms": 402,
"spo2": 96,
... | {
"anomaly_score": 0.88,
"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": 0.92,
"criticality": "medium",
"id": "BIOPULSE-104593",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T13:47:23Z",
"trace_id": "37b3af4c-5236-473b-acd0-06cb492738a1"
} | {
"age_group": "51-70",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 216,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-26268710",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-A0B030",
"timestamp": "2026-04-12T12:38:23Z",
"vitals": {
"cortisol_ugdl": 12.5,
"glucose": 152.3,
"hr": 92,
"qt_interval_ms": 417,
"spo2": 95... | {
"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 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": 0.934,
"criticality": "low",
"id": "BIOPULSE-104594",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T04:32:56Z",
"trace_id": "3465e66c-5083-4cef-ac0b-3363be752de2"
} | {
"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": 45,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-844C0C1D",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-DE6469",
"timestamp": "2026-04-12T03:38:56Z",
"vitals": {
"cortisol_ugdl": 12.7,
"glucose": 141.6,
"hr": 74,
"qt_interval_ms": 422,
"spo2": 96... | {
"anomaly_score": 0.96,
"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": 0.979,
"criticality": "medium",
"id": "BIOPULSE-104595",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T08:48:00Z",
"trace_id": "354cb986-f9c2-4526-8752-3cd49f4cd432"
} | {
"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": 172,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-61C7302A",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-DA7AA1",
"timestamp": "2026-04-12T08:00:00Z",
"vitals": {
"cortisol_ugdl": 9,
"glucose": 93,
"hr": 106,
"qt_interval_ms": 400,
"spo2": 95,
"sys... | {
"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 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": 0.934,
"criticality": "life_threatening",
"id": "BIOPULSE-104596",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T11:46:48Z",
"trace_id": "26f4974b-dbb3-4d6d-ae46-83882fc64054"
} | {
"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": 107,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-0EB5059B",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-AFB8D2",
"timestamp": "2026-04-12T10:42:48Z",
"vitals": {
"cortisol_ugdl": 6.7,
"glucose": 91.7,
"hr": 80,
"qt_interval_ms": 400,
"spo2": 95,
... | {
"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 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": 0.971,
"criticality": "life_threatening",
"id": "BIOPULSE-104597",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T06:34:41Z",
"trace_id": "d1fb8893-d8c6-4d80-a9be-b51678035a50"
} | {
"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": 56,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-659F48D6",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-EB0870",
"timestamp": "2026-04-12T05:32:41Z",
"vitals": {
"cortisol_ugdl": 11.9,
"glucose": 139.3,
"hr": 77,
"qt_interval_ms": 417,
"spo2": 96,
... | {
"anomaly_score": 0.74,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for sedentary_diabetic"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.88,
"criticality": "low",
"id": "BIOPULSE-104598",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T14:16:41Z",
"trace_id": "68a335de-ff4f-4275-bdd5-03385640ea25"
} | {
"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": 91,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-06C89611",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-3CF808",
"timestamp": "2026-04-12T13:19:41Z",
"vitals": {
"cortisol_ugdl": 16.3,
"glucose": 101.9,
"hr": 79,
"qt_interval_ms": 424,
"spo2": 97,... | {
"anomaly_score": 1,
"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": 0.936,
"criticality": "low",
"id": "BIOPULSE-104599",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T23:38:36Z",
"trace_id": "62594870-3c30-49be-8bf9-84fe1eb31255"
} | {
"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": 56,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-ACDE9AE7",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-B5366E",
"timestamp": "2026-04-12T22:46:36Z",
"vitals": {
"cortisol_ugdl": 5,
"glucose": 93.7,
"hr": 55,
"qt_interval_ms": 410,
"spo2": 97,
"... | {
"anomaly_score": 0.99,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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"
]
} |
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