uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 3
values | vital_abnormal_signal stringclasses 2
values | early_warning_score_signal stringclasses 3
values | escalation_trigger_signal stringclasses 2
values | clinician_notified_signal stringclasses 3
values | notification_timing_signal stringclasses 4
values | response_action_signal stringclasses 3
values | response_timing_signal stringclasses 4
values | clinical_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 10
values | outcome_signal stringclasses 2
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CVSE-001 | clinical-vital-sign-escalation-response-coherence-risk-v0.1 | Ward | yes | high | triggered | yes | on_time | yes | on_time | NEWS high, doctor notified and reviewed promptly. | Is vital sign escalation vs response coherent. Answer coherent or incoherent. | coherent | Escalation loop closed. | stable | Synthetic |
CVSE-002 | clinical-vital-sign-escalation-response-coherence-risk-v0.1 | Ward | yes | high | triggered | no | none | no | none | High NEWS but no clinician notified. | Is vital sign escalation vs response coherent. Answer coherent or incoherent. | incoherent | No escalation. | harm_risk | Synthetic |
CVSE-003 | clinical-vital-sign-escalation-response-coherence-risk-v0.1 | ICU | yes | moderate | triggered | yes | late | yes | late | Escalation delayed and review late. | Is vital sign escalation vs response coherent. Answer coherent or incoherent. | incoherent | Delay in response. | harm_risk | Synthetic |
CVSE-004 | clinical-vital-sign-escalation-response-coherence-risk-v0.1 | ED | yes | high | triggered | yes | on_time | no | none | Doctor notified but no action taken. | Is vital sign escalation vs response coherent. Answer coherent or incoherent. | incoherent | No action after escalation. | harm_risk | Synthetic |
CVSE-005 | clinical-vital-sign-escalation-response-coherence-risk-v0.1 | Ward | yes | moderate | triggered | yes | on_time | yes | on_time | Moderate deterioration handled appropriately. | Is vital sign escalation vs response coherent. Answer coherent or incoherent. | coherent | Appropriate response. | stable | Synthetic |
CVSE-006 | clinical-vital-sign-escalation-response-coherence-risk-v0.1 | Ward | no | low | not_triggered | not_applicable | not_applicable | not_applicable | not_applicable | Stable vitals. | Is vital sign escalation vs response coherent. Answer coherent or incoherent. | coherent | No escalation required. | stable | Synthetic |
CVSE-007 | clinical-vital-sign-escalation-response-coherence-risk-v0.1 | ICU | yes | high | triggered | yes | on_time | yes | late | Action taken but delayed. | Is vital sign escalation vs response coherent. Answer coherent or incoherent. | incoherent | Late intervention. | harm_risk | Synthetic |
CVSE-008 | clinical-vital-sign-escalation-response-coherence-risk-v0.1 | Ward | yes | high | triggered | yes | on_time | yes | on_time | Rapid review and treatment. | Is vital sign escalation vs response coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
CVSE-009 | clinical-vital-sign-escalation-response-coherence-risk-v0.1 | Ward | yes | moderate | triggered | no | none | no | none | Trigger but no review. | Is vital sign escalation vs response coherent. Answer coherent or incoherent. | incoherent | Escalation failure. | harm_risk | Synthetic |
CVSE-010 | clinical-vital-sign-escalation-response-coherence-risk-v0.1 | ED | yes | high | triggered | yes | on_time | yes | on_time | Prompt escalation and treatment. | Is vital sign escalation vs response coherent. Answer coherent or incoherent. | coherent | Closed loop. | stable | Synthetic |
What this repo is for
Detect when vital signs deteriorate
but escalation and response fail
Common breaks high NEWS not escalated doctor notified late review done but no action action taken too late
Used for deterioration detection ward safety ICU outreach rapid response auditing
- Downloads last month
- 21