uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 3
values | creatinine_trend_signal stringclasses 3
values | drug_dosing_signal stringclasses 5
values | nephrotoxic_risk_signal stringclasses 3
values | adjustment_action_signal stringclasses 6
values | ops_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 10
values | outcome_signal stringclasses 8
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
CRND-001 | clinical-renal-function-nephrotoxic-dosing-coherence-risk-v0.1 | ward | rising | reduced | high | adjusted | Creatinine rising and dose reduced appropriately. | Is renal trend vs dosing coherent. Answer coherent or incoherent. | coherent | Dose matches renal decline. | stabilized | Synthetic |
CRND-002 | clinical-renal-function-nephrotoxic-dosing-coherence-risk-v0.1 | ward | rising | unchanged | high | none | Creatinine rising but nephrotoxic dose unchanged. | Is renal trend vs dosing coherent. Answer coherent or incoherent. | incoherent | No adjustment despite risk. | aki_risk | Synthetic |
CRND-003 | clinical-renal-function-nephrotoxic-dosing-coherence-risk-v0.1 | ICU | rising | stopped | high | stopped | Drug stopped due to worsening renal function. | Is renal trend vs dosing coherent. Answer coherent or incoherent. | coherent | Appropriate stop. | recovery | Synthetic |
CRND-004 | clinical-renal-function-nephrotoxic-dosing-coherence-risk-v0.1 | ED | stable | standard | low | none | Stable renal function and standard dosing. | Is renal trend vs dosing coherent. Answer coherent or incoherent. | coherent | No mismatch. | stable | Synthetic |
CRND-005 | clinical-renal-function-nephrotoxic-dosing-coherence-risk-v0.1 | ward | falling | increased | low | adjusted | Renal function improving and dose normalized. | Is renal trend vs dosing coherent. Answer coherent or incoherent. | coherent | Improvement allows dosing. | improved | Synthetic |
CRND-006 | clinical-renal-function-nephrotoxic-dosing-coherence-risk-v0.1 | ICU | rising | unchanged | high | missed | Rising creatinine but dose unchanged in ICU. | Is renal trend vs dosing coherent. Answer coherent or incoherent. | incoherent | High AKI risk. | renal_failure_risk | Synthetic |
CRND-007 | clinical-renal-function-nephrotoxic-dosing-coherence-risk-v0.1 | ward | stable | reduced | low | overcautious | Stable renal function but dose reduced unnecessarily. | Is renal trend vs dosing coherent. Answer coherent or incoherent. | incoherent | Under-treatment risk. | subtherapeutic_risk | Synthetic |
CRND-008 | clinical-renal-function-nephrotoxic-dosing-coherence-risk-v0.1 | ICU | falling | standard | moderate | adjusted | Renal function improving and dosing normalized. | Is renal trend vs dosing coherent. Answer coherent or incoherent. | coherent | Aligned. | recovery | Synthetic |
CRND-009 | clinical-renal-function-nephrotoxic-dosing-coherence-risk-v0.1 | ED | rising | reduced | moderate | adjusted | Mild rise and cautious reduction. | Is renal trend vs dosing coherent. Answer coherent or incoherent. | coherent | Preventive adjustment. | stable | Synthetic |
CRND-010 | clinical-renal-function-nephrotoxic-dosing-coherence-risk-v0.1 | ward | rising | increased | high | error | Creatinine rising but dose increased. | Is renal trend vs dosing coherent. Answer coherent or incoherent. | incoherent | Opposite response to risk. | harm_risk | Synthetic |
What this repo is for
Detect when renal function trends and nephrotoxic drug dosing
fall out of alignment
before avoidable acute kidney injury dose toxicity or under-treatment.
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