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": 0.923,
"criticality": "medium",
"id": "BIOPULSE-103600",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T19:33:15Z",
"trace_id": "35f33272-c77f-4080-879c-6a620bd00f0b"
} | {
"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": 102,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-88410A31",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-6B35BF",
"timestamp": "2026-04-12T18:39:15Z",
"vitals": {
"cortisol_ugdl": 16.6,
"glucose": 96.8,
"hr": 83,
"qt_interval_ms": 423,
"spo2": 96,
... | {
"anomaly_score": 0.93,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.955,
"criticality": "low",
"id": "BIOPULSE-103601",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T06:37:10Z",
"trace_id": "28fc0a3e-53c9-4a45-942e-304573c51de2"
} | {
"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": 15,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-B6A33F64",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-75955B",
"timestamp": "2026-04-12T05:32:10Z",
"vitals": {
"cortisol_ugdl": 11,
"glucose": 98.8,
"hr": 79,
"qt_interval_ms": 435,
"spo2": ... | {
"anomaly_score": 0.78,
"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": 0.92,
"criticality": "high",
"id": "BIOPULSE-103602",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T01:36:46Z",
"trace_id": "7e946e72-abd0-45c3-99fc-efa4c2a24879"
} | {
"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": 35,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-AC7E9FAF",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-6ED51E",
"timestamp": "2026-04-12T00:54:46Z",
"vitals": {
"cortisol_ugdl": 13.9,
"glucose": 144.4,
"hr": 95,
"qt_interval_ms": 417,
"spo2": 97,
... | {
"anomaly_score": 0.98,
"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": 0.874,
"criticality": "medium",
"id": "BIOPULSE-103603",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T11:08:10Z",
"trace_id": "58933db0-c3c3-4bbf-8083-6448a118a990"
} | {
"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": 208,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-57AFD520",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-ABDAEF",
"timestamp": "2026-04-12T10:42:10Z",
"vitals": {
"cortisol_ugdl": 8.6,
"glucose": 100.9,
"hr": 75,
"qt_interval_ms": 401,
"spo2": 98,... | {
"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 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": 0.887,
"criticality": "high",
"id": "BIOPULSE-103604",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T18:19:57Z",
"trace_id": "5560a156-4ad8-479a-b11a-6ce572e27020"
} | {
"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": 169,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-7A5CF824",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-CA3435",
"timestamp": "2026-04-12T17:13:57Z",
"vitals": {
"cortisol_ugdl": 11.6,
"glucose": 140.2,
"hr": 79,
"qt_interval_ms": 418,
"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 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": 0.981,
"criticality": "high",
"id": "BIOPULSE-103605",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T19:40:37Z",
"trace_id": "9662a4af-134d-47eb-a806-88aa5b957f6c"
} | {
"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": 81,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-9F49D9EE",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-18B992",
"timestamp": "2026-04-12T18:25:37Z",
"vitals": {
"cortisol_ugdl": 14.2,
"glucose": 145.8,
"hr": 79,
"qt_interval_ms": 438,
"spo2": 9... | {
"anomaly_score": 0.81,
"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": 0.898,
"criticality": "low",
"id": "BIOPULSE-103606",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T03:40:02Z",
"trace_id": "36a12cad-7ae0-4b3d-a41e-802c117b9426"
} | {
"age_group": "31-50",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 138,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-30B23FF7",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-0A4C9A",
"timestamp": "2026-04-12T02:54:02Z",
"vitals": {
"cortisol_ugdl": 13.8,
"glucose": 153.1,
"hr": 80,
"qt_interval_ms": 430,
"spo2": 96,
... | {
"anomaly_score": 0.93,
"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": 0.886,
"criticality": "life_threatening",
"id": "BIOPULSE-103607",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-13T00:10:34Z",
"trace_id": "ec29995c-d490-402e-8baa-884496cd792f"
} | {
"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": 211,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-97A8B579",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-1F79AB",
"timestamp": "2026-04-12T23:13:34Z",
"vitals": {
"cortisol_ugdl": 8.4,
"glucose": 101.6,
"hr": 61,
"qt_interval_ms": 409,
"spo2... | {
"anomaly_score": 0.93,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for 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": 0.88,
"criticality": "life_threatening",
"id": "BIOPULSE-103608",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:56:28Z",
"trace_id": "e487527a-c9ea-42de-87d4-a135ff8131f7"
} | {
"age_group": "51-70",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 144,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-0E7C5B4E",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-9D0F6B",
"timestamp": "2026-04-12T06:49:28Z",
"vitals": {
"cortisol_ugdl": 16.8,
"glucose": 98.7,
"hr": 85,
"qt_interval_ms": 416,
"spo2": 96,
... | {
"anomaly_score": 0.79,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for 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": 0.934,
"criticality": "high",
"id": "BIOPULSE-103609",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T22:35:05Z",
"trace_id": "4fba3c01-59b8-4c1d-8aef-5352462e6bad"
} | {
"age_group": "51-70",
"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": 185,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-59C1998B",
"sensor_asset": "Smart_Watch_V3",
"sensor_id": "SENS-7D3DD6",
"timestamp": "2026-04-12T22:02:05Z",
"vitals": {
"cortisol_ugdl": 4.6,
"glucose": 90.8,
"hr": 56,
"qt_interval_ms": 406,
"spo2": 97,
... | {
"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 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": 0.941,
"criticality": "life_threatening",
"id": "BIOPULSE-103610",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T18:18:30Z",
"trace_id": "943381a8-4e90-47d9-8a29-4012b30cca05"
} | {
"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": 220,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-377FF4BB",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-56CC04",
"timestamp": "2026-04-12T17:30:30Z",
"vitals": {
"cortisol_ugdl": 9.7,
"glucose": 101.9,
"hr": 77,
"qt_interval_ms": 442,
"spo2... | {
"anomaly_score": 0.95,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for 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": 0.951,
"criticality": "life_threatening",
"id": "BIOPULSE-103611",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T07:53:37Z",
"trace_id": "10398e5b-6f6d-4456-9e53-7743770de39d"
} | {
"age_group": "51-70",
"existing_conditions": [
"type_2_diabetes",
"hypertension",
"obesity"
],
"phenotype": "sedentary_diabetic"
} | {
"causal_chain": [
"DEEP_SLEEP_ENTRY",
"GLUCOSE_STEADY_DECLINE",
"CORTISOL_SPIKE_REACTION",
"HEART_RATE_ADRENALINE_JUMP"
],
"diagnostic_class": "Nocturnal_Hypoglycemia",
"prediction_window_minutes": 31,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-63239BE5",
"sensor_asset": "Neural_Patch_V2",
"sensor_id": "SENS-F36348",
"timestamp": "2026-04-12T06:47:37Z",
"vitals": {
"cortisol_ugdl": 10.5,
"glucose": 134.4,
"hr": 78,
"qt_interval_ms": 419,
"spo2": 96... | {
"anomaly_score": 0.95,
"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": 0.881,
"criticality": "medium",
"id": "BIOPULSE-103612",
"outcome": "intervention_successful",
"timestamp": "2026-04-12T02:18:07Z",
"trace_id": "f6689388-5900-42ab-b3b3-c6bc8b0d0b9a"
} | {
"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": 109,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-0AA35B0F",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-93FD94",
"timestamp": "2026-04-12T01:14:07Z",
"vitals": {
"cortisol_ugdl": 6.7,
"glucose": 87.3,
"hr": 87,
"qt_interval_ms": 403,
"spo2": 96,
"s... | {
"anomaly_score": 0.98,
"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": 0.864,
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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... | [
{
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} |
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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"tracked_biomarkers": [
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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": "bc8e2ebd-451c-4e17-bc95-39beaebf2a5b"
} | {
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"cortisol_u... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.957,
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"trace_id": "07ab9d98-4a3b-434b-a7f1-94e5a4febd5f"
} | {
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],
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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} | {
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... | [
{
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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 | {
"confidence": 0.964,
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"trace_id": "81f33dc9-420a-4f73-b009-1b3494ea025f"
} | {
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"hypertension",
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} | {
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"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.919,
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} | {
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"frailty",
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
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} |
1.0.0-bio-pulse-sample | {
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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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} |
1.0.0-bio-pulse-sample | {
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"trace_id": "044c70e3-233a-46a0-b6aa-94c79fd03c80"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
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"vitals": {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.94,
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"trace_id": "e3d3f625-da6f-4319-8467-68a2fd40f737"
} | {
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],
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.951,
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"trace_id": "9de61874-9c10-4793-8097-d3c0bb909cd3"
} | {
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} | {
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"tracked_biomarkers": [
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"cortisol_u... | [
{
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.919,
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"trace_id": "91b6d8db-6702-4cc3-93bd-247d111d6dbb"
} | {
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} | {
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"cortisol_ug... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.907,
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} | {
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.989,
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"timestamp": "2026-04-12T03:33:13Z",
"trace_id": "60ec91c5-0918-4859-8f3d-793549cf7232"
} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
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"timestamp": "2026-04-12T02:35:13Z",
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.938,
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"trace_id": "46dfbf64-b7b8-4d9c-a64a-9db386fba9dd"
} | {
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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": "2026-04-12T11:03:48Z",
"vitals": {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.976,
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"timestamp": "2026-04-12T15:02:45Z",
"trace_id": "a8d7878c-b77c-4903-b68e-4c1754718101"
} | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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{
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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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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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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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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.861,
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} | {
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} | {
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"tracked_biomarkers": [
"glucose_mgdl",
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"cortisol_ugdl",
... | [
{
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} | {
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"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.983,
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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": 0.935,
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"trace_id": "6a6d39d2-8168-4de6-8794-31f1fc5b7ea4"
} | {
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} | {
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"tracked_biomarkers": [
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"cortisol_ugdl",
... | [
{
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} | {
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} |
1.0.0-bio-pulse-sample | {
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} | {
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"cortisol_ugdl",
... | [
{
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... | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.963,
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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": 0.885,
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} | {
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} | {
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"tracked_biomarkers": [
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"cortisol_ug... | [
{
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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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"spo2_pct",
... | [
{
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.911,
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
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... | {
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} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.887,
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} | {
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"polypharmacy"
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} | {
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"tracked_biomarkers": [
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{
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"vitals": {
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"signature": "Predictive Drug_Interaction_Toxicity for geriatric_frailty"
} | {
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} |
1.0.0-bio-pulse-sample | {
"confidence": 0.985,
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} | {
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"polypharmacy"
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} | {
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"tracked_biomarkers": [
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"heart_rate_bpm",
"cortisol_u... | [
{
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} |
1.0.0-bio-pulse-sample | {
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{
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1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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{
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} |
1.0.0-bio-pulse-sample | {
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} | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
1.0.0-bio-pulse-sample | {
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{
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} |
1.0.0-bio-pulse-sample | {
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... | [
{
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} |
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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"tracked_biomarkers": [
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"cortisol_u... | [
{
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"vitals": {
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"glucose": 96.4,
"hr": 93,
"qt_interval_ms": 409,
"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": 0.853,
"criticality": "low",
"id": "BIOPULSE-103692",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T22:44:53Z",
"trace_id": "ac4b38f4-d074-4655-a78d-e23aa0ff45c9"
} | {
"age_group": "51-70",
"existing_conditions": [
"anxiety",
"sleep_debt"
],
"phenotype": "high_stress_corporate"
} | {
"causal_chain": [
"MEDICATION_INGESTION_A",
"MEDICATION_INGESTION_B",
"LIVER_ENZYME_DRIFT_SIMULATED",
"ARRHYTHMIA_DETECTION"
],
"diagnostic_class": "Drug_Interaction_Toxicity",
"prediction_window_minutes": 34,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ug... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-820B24CC",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-1BF3AF",
"timestamp": "2026-04-12T21:53:53Z",
"vitals": {
"cortisol_ugdl": 17.7,
"glucose": 113.9,
"hr": 86,
"qt_interval_ms": 428,
"spo2": 98,
... | {
"anomaly_score": 0.84,
"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": 0.916,
"criticality": "life_threatening",
"id": "BIOPULSE-103693",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T11:23:46Z",
"trace_id": "90d6cdbb-fac8-4a52-8494-6a864938bd15"
} | {
"age_group": "51-70",
"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": 111,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-CE21C9DE",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-6157A2",
"timestamp": "2026-04-12T10:29:46Z",
"vitals": {
"cortisol_ugdl": 6.8,
"glucose": 88.4,
"hr": 57,
"qt_interval_ms": 400,
"spo2": 98,
... | {
"anomaly_score": 0.83,
"baseline_deviation": "Glucose dropping below 60 mg/dL during REM, triggering a sympathetic nervous system recovery spike.",
"signature": "Predictive Nocturnal_Hypoglycemia for active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.96,
"criticality": "life_threatening",
"id": "BIOPULSE-103694",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T21:21:43Z",
"trace_id": "d777570a-c1ad-485f-8b99-67e9658b556d"
} | {
"age_group": "70+",
"existing_conditions": [
"none"
],
"phenotype": "active_longevity"
} | {
"causal_chain": [
"TEMPERATURE_SPIKE",
"HEART_RATE_INCREASE",
"SPO2_SUBTLE_DROP",
"BLOOD_PRESSURE_CRASH"
],
"diagnostic_class": "Septic_Shock_Cascade",
"prediction_window_minutes": 15,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-9E6ECF8D",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-E8AC0E",
"timestamp": "2026-04-12T20:25:43Z",
"vitals": {
"cortisol_ugdl": 8.4,
"glucose": 94.6,
"hr": 80,
"qt_interval_ms": 398,
"spo2": 97,
"... | {
"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 active_longevity"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
1.0.0-bio-pulse-sample | {
"confidence": 0.872,
"criticality": "medium",
"id": "BIOPULSE-103695",
"outcome": "patient_stabilized",
"timestamp": "2026-04-12T13:45:50Z",
"trace_id": "59c2b42b-fb36-41c2-9131-e08c0f0f1ce7"
} | {
"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": 168,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
"spo2_pct",
... | [
{
"event_name": "TEMPERATURE_SPIKE",
"patient_id": "PAT-2184F727",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-96CE6C",
"timestamp": "2026-04-12T12:45:50Z",
"vitals": {
"cortisol_ugdl": 10.1,
"glucose": 105,
"hr": 93,
"qt_interval_ms": 434,
"spo2": 95,
... | {
"anomaly_score": 0.75,
"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": 0.97,
"criticality": "low",
"id": "BIOPULSE-103696",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T20:26:42Z",
"trace_id": "fe621345-3f0e-4f5f-a23d-3f4f5afa6ded"
} | {
"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": 231,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_ugdl",
... | [
{
"event_name": "DEEP_SLEEP_ENTRY",
"patient_id": "PAT-B495EF0F",
"sensor_asset": "CGM_Sensor",
"sensor_id": "SENS-7BE381",
"timestamp": "2026-04-12T19:43:42Z",
"vitals": {
"cortisol_ugdl": 7.9,
"glucose": 96.7,
"hr": 70,
"qt_interval_ms": 427,
"spo2": 96,
... | {
"anomaly_score": 0.91,
"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": 0.958,
"criticality": "medium",
"id": "BIOPULSE-103697",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T17:52:51Z",
"trace_id": "dc46faf5-377b-4f19-88a8-dc83717a687d"
} | {
"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": 135,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-0A6EA712",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-B50307",
"timestamp": "2026-04-12T17:00:51Z",
"vitals": {
"cortisol_ugdl": 11,
"glucose": 107.4,
"hr": 75,
"qt_interval_ms": 446,
"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": 0.905,
"criticality": "high",
"id": "BIOPULSE-103698",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-13T00:32:31Z",
"trace_id": "664c8ebf-0fc3-48b1-b2b6-271ef47468de"
} | {
"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": 171,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-57431AFE",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-B978B2",
"timestamp": "2026-04-12T23:18:31Z",
"vitals": {
"cortisol_ugdl": 9.9,
"glucose": 100.8,
"hr": 76,
"qt_interval_ms": 438,
"spo2": 95,
... | {
"anomaly_score": 0.74,
"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": 0.866,
"criticality": "high",
"id": "BIOPULSE-103699",
"outcome": "morbidity_risk_detected",
"timestamp": "2026-04-12T18:06:15Z",
"trace_id": "12a166d1-94e5-4698-9bcb-2bdaeec4b816"
} | {
"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": 165,
"tracked_biomarkers": [
"glucose_mgdl",
"heart_rate_bpm",
"cortisol_u... | [
{
"event_name": "MEDICATION_INGESTION_A",
"patient_id": "PAT-550EA76B",
"sensor_asset": "O2_Ring",
"sensor_id": "SENS-E483EB",
"timestamp": "2026-04-12T17:14:15Z",
"vitals": {
"cortisol_ugdl": 18.3,
"glucose": 104.8,
"hr": 86,
"qt_interval_ms": 421,
"spo2": 98,
... | {
"anomaly_score": 0.93,
"baseline_deviation": "QT-interval prolongation appearing 45 minutes after co-administration of incompatible compounds.",
"signature": "Predictive Drug_Interaction_Toxicity for high_stress_corporate"
} | {
"fidelity": "Clinical_Grade",
"model": "bio_pulse_sim_v1",
"synthetic": true,
"target_diagnoses": [
"Hypoglycemic_Event",
"Septic_Shock_Early_Warning",
"Atrial_Fibrillation",
"Sleep_Apnea_Cascade"
]
} |
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