uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 4
values | lab_name stringclasses 7
values | abnormality_level stringclasses 3
values | result_available_signal stringclasses 1
value | clinician_reviewed_signal stringclasses 2
values | review_timing_signal stringclasses 4
values | action_taken_signal stringclasses 2
values | action_timing_signal stringclasses 4
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 3
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CLRA-001 | clinical-lab-result-review-action-coherence-risk-v0.1 | Ward | potassium | critical | available | reviewed | on_time | acted_on | on_time | Critical K+ reviewed and treated promptly. | Is lab result vs review and action coherent. Answer coherent or incoherent. | coherent | Closed loop. | managed | Synthetic |
CLRA-002 | clinical-lab-result-review-action-coherence-risk-v0.1 | Ward | potassium | critical | available | reviewed | late | acted_on | late | Critical K+ reviewed late and action late. | Is lab result vs review and action coherent. Answer coherent or incoherent. | incoherent | Delay in review and action. | harm_risk | Synthetic |
CLRA-003 | clinical-lab-result-review-action-coherence-risk-v0.1 | ED | lactate | critical | available | reviewed | on_time | acted_on | on_time | Critical lactate reviewed and sepsis bundle started. | Is lab result vs review and action coherent. Answer coherent or incoherent. | coherent | Aligned. | managed | Synthetic |
CLRA-004 | clinical-lab-result-review-action-coherence-risk-v0.1 | ED | troponin | abnormal | available | reviewed | on_time | not_acted_on | none | Troponin abnormal reviewed but no action taken. | Is lab result vs review and action coherent. Answer coherent or incoherent. | incoherent | Action gap. | harm_risk | Synthetic |
CLRA-005 | clinical-lab-result-review-action-coherence-risk-v0.1 | ICU | creatinine | abnormal | available | reviewed | on_time | acted_on | on_time | AKI signal reviewed and fluids adjusted. | Is lab result vs review and action coherent. Answer coherent or incoherent. | coherent | Closed loop. | managed | Synthetic |
CLRA-006 | clinical-lab-result-review-action-coherence-risk-v0.1 | Ward | INR | critical | available | not_reviewed | none | not_acted_on | none | Critical INR available but not reviewed and no action. | Is lab result vs review and action coherent. Answer coherent or incoherent. | incoherent | Missed critical result. | harm_risk | Synthetic |
CLRA-007 | clinical-lab-result-review-action-coherence-risk-v0.1 | Ward | sodium | abnormal | available | reviewed | timely | acted_on | timely | Abnormal sodium addressed. | Is lab result vs review and action coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
CLRA-008 | clinical-lab-result-review-action-coherence-risk-v0.1 | Outpatient | creatinine | abnormal | available | reviewed | late | acted_on | late | Outpatient abnormal creatinine reviewed late and follow up late. | Is lab result vs review and action coherent. Answer coherent or incoherent. | incoherent | Inbox delay. | harm_risk | Synthetic |
CLRA-009 | clinical-lab-result-review-action-coherence-risk-v0.1 | Ward | blood_culture | positive | available | reviewed | on_time | acted_on | on_time | Positive culture reviewed and antibiotics adjusted. | Is lab result vs review and action coherent. Answer coherent or incoherent. | coherent | Closed loop. | managed | Synthetic |
CLRA-010 | clinical-lab-result-review-action-coherence-risk-v0.1 | Ward | lactate | critical | available | reviewed | on_time | acted_on | late | Reviewed on time but action delayed. | Is lab result vs review and action coherent. Answer coherent or incoherent. | incoherent | Action delay. | harm_risk | Synthetic |
What this repo is for
Detect when lab results arrive
but review and action do not track them
Common breaks critical result reviewed late review happens but action does not no review at all
Examples you can use critical INR not acted on before procedure high potassium not treated positive cultures not leading to antibiotic change
You use it to flag silent deterioration risk
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