uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 3
values | deterioration_signal stringclasses 2
values | trigger_type stringclasses 8
values | escalation_called_signal stringclasses 2
values | response_arrived_signal stringclasses 2
values | response_timing_signal stringclasses 3
values | intervention_started_signal stringclasses 2
values | intervention_timing_signal stringclasses 3
values | clinical_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 9
values | outcome_signal stringclasses 3
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CDER-001 | clinical-deterioration-escalation-response-coherence-risk-v0.1 | Ward | yes | NEWS2_high | called | arrived | on_time | started | on_time | High NEWS2 triggered call, team arrived and intervention started promptly. | Is deterioration signal vs escalation response coherent. Answer coherent or incoherent. | coherent | Closed escalation loop. | managed | Synthetic |
CDER-002 | clinical-deterioration-escalation-response-coherence-risk-v0.1 | Ward | yes | NEWS2_high | not_called | not_arrived | none | not_started | none | High NEWS2 but no escalation called. | Is deterioration signal vs escalation response coherent. Answer coherent or incoherent. | incoherent | No escalation despite trigger. | harm_risk | Synthetic |
CDER-003 | clinical-deterioration-escalation-response-coherence-risk-v0.1 | ED | yes | sepsis_screen_positive | called | arrived | late | started | late | Sepsis screen positive but response late. | Is deterioration signal vs escalation response coherent. Answer coherent or incoherent. | incoherent | Late response on sepsis. | harm_risk | Synthetic |
CDER-004 | clinical-deterioration-escalation-response-coherence-risk-v0.1 | Ward | yes | hypotension | called | arrived | on_time | not_started | none | Team arrived but no intervention started. | Is deterioration signal vs escalation response coherent. Answer coherent or incoherent. | incoherent | Action gap after response. | harm_risk | Synthetic |
CDER-005 | clinical-deterioration-escalation-response-coherence-risk-v0.1 | ICU | yes | desaturation | called | arrived | on_time | started | on_time | ICU escalation responded promptly. | Is deterioration signal vs escalation response coherent. Answer coherent or incoherent. | coherent | Aligned. | managed | Synthetic |
CDER-006 | clinical-deterioration-escalation-response-coherence-risk-v0.1 | Ward | yes | postop_bleed | called | arrived | on_time | started | on_time | Bleed suspected, fast response and intervention. | Is deterioration signal vs escalation response coherent. Answer coherent or incoherent. | coherent | Closed loop. | managed | Synthetic |
CDER-007 | clinical-deterioration-escalation-response-coherence-risk-v0.1 | Ward | yes | NEWS2_medium | called | arrived | late | started | late | Medium trigger called but late response and late action. | Is deterioration signal vs escalation response coherent. Answer coherent or incoherent. | incoherent | Delay. | harm_risk | Synthetic |
CDER-008 | clinical-deterioration-escalation-response-coherence-risk-v0.1 | Ward | no | none | not_called | not_arrived | none | not_started | none | No deterioration signal. | Is deterioration signal vs escalation response coherent. Answer coherent or incoherent. | coherent | No escalation expected. | stable | Synthetic |
CDER-009 | clinical-deterioration-escalation-response-coherence-risk-v0.1 | Ward | yes | NEWS2_high | called | arrived | on_time | started | late | Response on time but intervention delayed. | Is deterioration signal vs escalation response coherent. Answer coherent or incoherent. | incoherent | Intervention delay. | harm_risk | Synthetic |
CDER-010 | clinical-deterioration-escalation-response-coherence-risk-v0.1 | ED | yes | anaphylaxis | called | arrived | on_time | started | on_time | Anaphylaxis treated promptly. | Is deterioration signal vs escalation response coherent. Answer coherent or incoherent. | coherent | Aligned. | managed | Synthetic |
What this repo is for Detect when deterioration signals fire but escalation and response do not track them Common breaks NEWS2 high but nobody calls team arrives late team arrives but no intervention starts intervention delayed after arrival Examples you can use sepsis screen positive but antibiotics late hypotension triggers outreach but fluids delayed high NEWS2 overnight with no review You use it to flag avoidable harm risk ICU transfer delay risk
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