uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 3
values | critical_lab_signal stringclasses 3
values | clinical_action_signal stringclasses 4
values | response_timing_signal stringclasses 5
values | clinical_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 7
values | outcome_signal stringclasses 4
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|
CLAC-001 | clinical-lab-result-clinical-action-coherence-risk-v0.1 | Ward | critical | acted | immediate | Critical lab result and immediate action. | Is lab result vs clinical action coherent. Answer coherent or incoherent. | coherent | Action aligned. | stabilised | Synthetic |
CLAC-002 | clinical-lab-result-clinical-action-coherence-risk-v0.1 | Ward | critical | not_acted | delayed | Critical lab result but no action. | Is lab result vs clinical action coherent. Answer coherent or incoherent. | incoherent | Missed escalation. | harm_risk | Synthetic |
CLAC-003 | clinical-lab-result-clinical-action-coherence-risk-v0.1 | ICU | moderate | acted | timely | Moderate abnormality and timely response. | Is lab result vs clinical action coherent. Answer coherent or incoherent. | coherent | Aligned. | managed | Synthetic |
CLAC-004 | clinical-lab-result-clinical-action-coherence-risk-v0.1 | ED | critical | acted | delayed | Critical lab but delayed action. | Is lab result vs clinical action coherent. Answer coherent or incoherent. | incoherent | Timing mismatch. | harm_risk | Synthetic |
CLAC-005 | clinical-lab-result-clinical-action-coherence-risk-v0.1 | Ward | normal | not_indicated | none | Normal lab and no action. | Is lab result vs clinical action coherent. Answer coherent or incoherent. | coherent | Appropriate. | stable | Synthetic |
CLAC-006 | clinical-lab-result-clinical-action-coherence-risk-v0.1 | ICU | critical | acted | immediate | Critical and immediate intervention. | Is lab result vs clinical action coherent. Answer coherent or incoherent. | coherent | Aligned. | stabilised | Synthetic |
CLAC-007 | clinical-lab-result-clinical-action-coherence-risk-v0.1 | ED | critical | not_acted | none | Critical result missed. | Is lab result vs clinical action coherent. Answer coherent or incoherent. | incoherent | No response. | harm_risk | Synthetic |
CLAC-008 | clinical-lab-result-clinical-action-coherence-risk-v0.1 | Ward | moderate | delayed | late | Moderate result but delayed review. | Is lab result vs clinical action coherent. Answer coherent or incoherent. | incoherent | Delay risk. | harm_risk | Synthetic |
CLAC-009 | clinical-lab-result-clinical-action-coherence-risk-v0.1 | ED | moderate | acted | timely | Moderate abnormality addressed. | Is lab result vs clinical action coherent. Answer coherent or incoherent. | coherent | Aligned. | managed | Synthetic |
CLAC-010 | clinical-lab-result-clinical-action-coherence-risk-v0.1 | ICU | critical | acted | immediate | Critical and acted. | Is lab result vs clinical action coherent. Answer coherent or incoherent. | coherent | Aligned. | stabilised | Synthetic |
What this repo is for
Detect when critical lab results
and clinical response
fall out of alignment
before avoidable deterioration or escalation failure.
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