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": 0.91,
"criticality": "low",
"id": "BIOPULSE-100000",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T21:00:10Z",
"trace_id": "e5a7c330-189f-43a9-a365-16914fc4eb6d"
} | {
"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": 49,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-D884ED0A",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-6ACEC5",
"timestamp": "2026-04-12T20:19:10Z",
"vitals": {
"cortisol_ugdl": 9,
"glucose": 87.7,
"hr": 93,
"qt_interval_ms": 410,
"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 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": 0.89,
"criticality": "low",
"id": "BIOPULSE-100001",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T17:53:41Z",
"trace_id": "3a24dd43-c57c-4b3f-83b7-2a7b9383c8fe"
} | {
"age_group": "18-30",
"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": 161,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-13A43F01",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-07FBF1",
"timestamp": "2026-04-12T16:46:41Z",
"vitals": {
"cortisol_ugdl": 7.3,
"glucose": 93.9,
"hr": 81,
"qt_interval_ms": 405,
"spo2": 99,
... | {
"anomaly_score": 0.8,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.934,
"criticality": "high",
"id": "BIOPULSE-100002",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T22:00:59Z",
"trace_id": "dd76ca7a-69ff-4d33-b3c8-7157111c3b36"
} | {
"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": 56,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-6BC4B155",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-F6D586",
"timestamp": "2026-04-12T21:14:59Z",
"vitals": {
"cortisol_ugdl": 12.7,
"glucose": 143.5,
"hr": 95,
"qt_interval_ms": 418,
"spo2": 9... | {
"anomaly_score": 0.87,
"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": 0.966,
"criticality": "medium",
"id": "BIOPULSE-100003",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T06:58:30Z",
"trace_id": "19a91715-79ac-4e52-b765-9673ecc5e846"
} | {
"age_group": "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": 230,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-16A96C27",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-EE9CFB",
"timestamp": "2026-04-12T06:03:30Z",
"vitals": {
"cortisol_ugdl": 8.1,
"glucose": 96.1,
"hr": 62,
"qt_interval_ms": 420,
"spo2":... | {
"anomaly_score": 0.9,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.93,
"criticality": "medium",
"id": "BIOPULSE-100004",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T08:29:00Z",
"trace_id": "e00061fe-580d-4b87-b46f-b33e8c382974"
} | {
"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": 197,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-2DA6DF5E",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-406390",
"timestamp": "2026-04-12T07:22:00Z",
"vitals": {
"cortisol_ugdl": 8.2,
"glucose": 95.7,
"hr": 91,
"qt_interval_ms": 415,
"spo2": 96,... | {
"anomaly_score": 0.83,
"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": 0.86,
"criticality": "life_threatening",
"id": "BIOPULSE-100005",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T02:24:24Z",
"trace_id": "baaa10f0-18f7-4208-b612-0c2f18a411b8"
} | {
"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": 157,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-893B596B",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-07F006",
"timestamp": "2026-04-12T01:38:24Z",
"vitals": {
"cortisol_ugdl": 10,
"glucose": 89.9,
"hr": 107,
"qt_interval_ms": 396,
"spo2": 94,
"... | {
"anomaly_score": 0.83,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.978,
"criticality": "life_threatening",
"id": "BIOPULSE-100006",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T15:07:13Z",
"trace_id": "cbc1b932-a906-4a49-ad9a-23955f0db807"
} | {
"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": 171,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-0AC85FE2",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-ECC375",
"timestamp": "2026-04-12T14:32:13Z",
"vitals": {
"cortisol_ugdl": 9.5,
"glucose": 106.8,
"hr": 91,
"qt_interval_ms": 431,
"spo2": 93,... | {
"anomaly_score": 0.81,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.945,
"criticality": "medium",
"id": "BIOPULSE-100007",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T23:57:08Z",
"trace_id": "f99c86eb-efcd-4302-a961-705762185667"
} | {
"age_group": "31-50",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 216,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-8FDBC34B",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-D02869",
"timestamp": "2026-04-12T23:14:08Z",
"vitals": {
"cortisol_ugdl": 17.5,
"glucose": 113.6,
"hr": 88,
"qt_interval_ms": 430,
"spo... | {
"anomaly_score": 0.71,
"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": 0.944,
"criticality": "life_threatening",
"id": "BIOPULSE-100008",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T05:58:54Z",
"trace_id": "aec4b796-e014-4236-9404-c1af22a28ae2"
} | {
"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": 109,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-B33D03B2",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-646CEB",
"timestamp": "2026-04-12T04:44:54Z",
"vitals": {
"cortisol_ugdl": 10,
"glucose": 93.4,
"hr": 107,
"qt_interval_ms": 406,
"spo2": 95,
... | {
"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 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": 0.895,
"criticality": "life_threatening",
"id": "BIOPULSE-100009",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T03:24:47Z",
"trace_id": "47d86360-0cc9-4194-8ea6-0070ae673e40"
} | {
"age_group": "70+",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 31,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-5D475391",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-99D83D",
"timestamp": "2026-04-12T02:11:47Z",
"vitals": {
"cortisol_ugdl": 12.8,
"glucose": 146.1,
"hr": 91,
"qt_interval_ms": 427,
"spo2": 95... | {
"anomaly_score": 0.82,
"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": 0.97,
"criticality": "high",
"id": "BIOPULSE-100010",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T03:18:46Z",
"trace_id": "151959e7-2d9f-4d6f-b148-0cc122524883"
} | {
"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": 236,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-AC269C11",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-E8822F",
"timestamp": "2026-04-12T02:34:46Z",
"vitals": {
"cortisol_ugdl": 9.6,
"glucose": 94.8,
"hr": 104,
"qt_interval_ms": 398,
"spo2": 93... | {
"anomaly_score": 0.91,
"baseline_deviation": "Sustained tachycardia (>110 BPM) combined with a sudden 2-degree body temp spike.",
"signature": "Predictive Septic_Shock_Cascade for 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": 0.948,
"criticality": "high",
"id": "BIOPULSE-100011",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T15:50:42Z",
"trace_id": "0ceb74aa-89d8-4124-a017-444d4b5ec746"
} | {
"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": 184,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-9F892003",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-922461",
"timestamp": "2026-04-12T15:08:42Z",
"vitals": {
"cortisol_ugdl": 11,
"glucose": 108.9,
"hr": 90,
"qt_interval_ms": 433,
"spo2": 95,
... | {
"anomaly_score": 1,
"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": 0.873,
"criticality": "high",
"id": "BIOPULSE-100012",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T13:44:42Z",
"trace_id": "9eef7605-d1db-4879-91d1-f97bf347a8f7"
} | {
"age_group": "51-70",
"existing_conditions": [
"frailty",
"polypharmacy"
],
"phenotype": "geriatric_frailty"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 48,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-30E878DD",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-B77B72",
"timestamp": "2026-04-12T12:34:42Z",
"vitals": {
"cortisol_ugdl": 11,
"glucose": 106.1,
"hr": 94,
"qt_interval_ms": 427,
"spo2": 95,
... | {
"anomaly_score": 0.97,
"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": 0.938,
"criticality": "low",
"id": "BIOPULSE-100013",
"outcome": "morbidity_risk_detected",
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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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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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],
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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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} | {
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... | [
{
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} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.979,
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} | {
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"frailty",
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],
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.962,
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} | {
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} | {
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... | [
{
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.956,
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"trace_id": "7c0aafbc-707f-4f32-84be-de96bc5b51a7"
} | {
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],
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"cortisol_ugdl",
"spo2_pct",
... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.852,
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} | {
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],
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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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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.952,
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} | {
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} | {
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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": 0.862,
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} | {
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} | {
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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": 0.917,
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} | {
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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": 0.908,
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} | {
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"tracked_biomarkers": [
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"cortisol_ugdl",
... | [
{
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.854,
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} | {
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
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"spo2_pct",
... | [
{
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... | {
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} | {
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]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.884,
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"trace_id": "8c5d9f89-5d96-44b1-ab96-6bd71536f030"
} | {
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} | {
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"tracked_biomarkers": [
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"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.929,
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"trace_id": "fb5469f9-ebe5-4ea2-a05f-aa02c7334029"
} | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.967,
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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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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.891,
"criticality": "life_threatening",
"id": "BIOPULSE-100092",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T22:27:25Z",
"trace_id": "52a246c2-93fd-4115-a96f-6a2ae38b0aee"
} | {
"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": 226,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-30871A4A",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-4B7352",
"timestamp": "2026-04-12T21:40:25Z",
"vitals": {
"cortisol_ugdl": 9.2,
"glucose": 97.1,
"hr": 94,
"qt_interval_ms": 412,
"spo2"... | {
"anomaly_score": 0.76,
"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": 0.858,
"criticality": "life_threatening",
"id": "BIOPULSE-100093",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T11:52:57Z",
"trace_id": "c2e8af11-7778-4086-9c34-63736835dda2"
} | {
"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": 150,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-F70F6907",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-5B9C64",
"timestamp": "2026-04-12T11:06:57Z",
"vitals": {
"cortisol_ugdl": 9,
"glucose": 98.9,
"hr": 62,
"qt_interval_ms": 414,
"spo2": ... | {
"anomaly_score": 0.76,
"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": 0.892,
"criticality": "medium",
"id": "BIOPULSE-100094",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T04:08:57Z",
"trace_id": "87eef435-d34b-4027-8de7-71252204dc11"
} | {
"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": 85,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-D7FD41B6",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-0AC43A",
"timestamp": "2026-04-12T03:09:57Z",
"vitals": {
"cortisol_ugdl": 14.3,
"glucose": 149.1,
"hr": 80,
"qt_interval_ms": 434,
"spo2": 9... | {
"anomaly_score": 0.98,
"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": 0.901,
"criticality": "life_threatening",
"id": "BIOPULSE-100095",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T11:40:21Z",
"trace_id": "3f58e8ac-0f0e-4924-9257-fe914691a8fd"
} | {
"age_group": "31-50",
"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": 178,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-5977BD4F",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-ABD1FF",
"timestamp": "2026-04-12T11:01:21Z",
"vitals": {
"cortisol_ugdl": 8.5,
"glucose": 97.5,
"hr": 75,
"qt_interval_ms": 401,
"spo2": 97,
... | {
"anomaly_score": 0.77,
"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": 0.94,
"criticality": "life_threatening",
"id": "BIOPULSE-100096",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T16:03:20Z",
"trace_id": "bf94b9ca-cb89-4da8-9ca2-1accbb1f58f2"
} | {
"age_group": "18-30",
"existing_conditions": [
"asthma"
],
"phenotype": "pediatric_asthmatic"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 45,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-35BEE41D",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-9B753E",
"timestamp": "2026-04-12T14:54:20Z",
"vitals": {
"cortisol_ugdl": 8.5,
"glucose": 93.8,
"hr": 99,
"qt_interval_ms": 406,
"spo2": 93,
... | {
"anomaly_score": 0.97,
"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": 0.949,
"criticality": "high",
"id": "BIOPULSE-100097",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T15:37:02Z",
"trace_id": "7b8ac16c-d888-44fb-9ee2-f4b40eb16e78"
} | {
"age_group": "51-70",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 20,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-246FD595",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-2C3643",
"timestamp": "2026-04-12T14:48:02Z",
"vitals": {
"cortisol_ugdl": 17.8,
"glucose": 102.5,
"hr": 99,
"qt_interval_ms": 414,
"spo2": 97,
... | {
"anomaly_score": 0.87,
"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": 0.884,
"criticality": "high",
"id": "BIOPULSE-100098",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T21:56:26Z",
"trace_id": "7d7d24e0-2e80-4da1-97d1-7a0b4b9f0c3e"
} | {
"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": 114,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-0047C13F",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-6F946A",
"timestamp": "2026-04-12T20:50:26Z",
"vitals": {
"cortisol_ugdl": 12.8,
"glucose": 145.1,
"hr": 84,
"qt_interval_ms": 430,
"spo... | {
"anomaly_score": 0.97,
"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": "high",
"id": "BIOPULSE-100099",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T10:30:24Z",
"trace_id": "7be76f68-4c52-4fb8-890e-c188b948411b"
} | {
"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": 129,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-B794D45B",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-7FBB12",
"timestamp": "2026-04-12T09:34:24Z",
"vitals": {
"cortisol_ugdl": 7.6,
"glucose": 90.7,
"hr": 69,
"qt_interval_ms": 431,
"spo2": 94,
... | {
"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"
]
} |
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