uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 3
values | fluid_balance_tracked_signal stringclasses 3
values | net_balance_signal stringclasses 3
values | urine_output_signal stringclasses 3
values | creatinine_trend_signal stringclasses 2
values | aki_risk_signal stringclasses 3
values | fluid_plan_documented_signal stringclasses 2
values | plan_executed_signal stringclasses 2
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CFBK-001 | clinical-fluid-balance-kidney-function-coherence-risk-v0.1 | ICU | yes | positive | low | rising | high | yes | yes | Low urine output and rising creatinine with documented plan and executed interventions. | Is fluid balance vs kidney response coherent. Answer coherent or incoherent. | coherent | Plan matches AKI risk. | managed | Synthetic |
CFBK-002 | clinical-fluid-balance-kidney-function-coherence-risk-v0.1 | Ward | no | unknown | unknown | rising | high | no | no | AKI risk but fluid balance not tracked and no plan. | Is fluid balance vs kidney response coherent. Answer coherent or incoherent. | incoherent | No monitoring or plan. | harm_risk | Synthetic |
CFBK-003 | clinical-fluid-balance-kidney-function-coherence-risk-v0.1 | Ward | yes | positive | low | rising | high | yes | no | Plan documented but not executed. | Is fluid balance vs kidney response coherent. Answer coherent or incoherent. | incoherent | Execution gap. | harm_risk | Synthetic |
CFBK-004 | clinical-fluid-balance-kidney-function-coherence-risk-v0.1 | ICU | yes | negative | adequate | stable | low | yes | yes | Appropriate diuresis with stable renal function. | Is fluid balance vs kidney response coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
CFBK-005 | clinical-fluid-balance-kidney-function-coherence-risk-v0.1 | Ward | yes | positive | adequate | rising | moderate | no | no | Creatinine rising but no plan documented. | Is fluid balance vs kidney response coherent. Answer coherent or incoherent. | incoherent | No response to trend. | harm_risk | Synthetic |
CFBK-006 | clinical-fluid-balance-kidney-function-coherence-risk-v0.1 | ICU | yes | positive | low | stable | moderate | yes | yes | Low UO but creatinine stable and plan executed. | Is fluid balance vs kidney response coherent. Answer coherent or incoherent. | coherent | Appropriate monitoring and response. | stable | Synthetic |
CFBK-007 | clinical-fluid-balance-kidney-function-coherence-risk-v0.1 | Ward | yes | negative | low | rising | high | yes | yes | Diuresis causing low UO and rising creatinine but plan adjusted. | Is fluid balance vs kidney response coherent. Answer coherent or incoherent. | coherent | Plan adapted to kidney response. | managed | Synthetic |
CFBK-008 | clinical-fluid-balance-kidney-function-coherence-risk-v0.1 | ED | partial | unknown | low | rising | high | no | no | Early AKI signs but no plan. | Is fluid balance vs kidney response coherent. Answer coherent or incoherent. | incoherent | Early window missed. | harm_risk | Synthetic |
CFBK-009 | clinical-fluid-balance-kidney-function-coherence-risk-v0.1 | ICU | yes | positive | low | rising | high | yes | yes | AKI risk recognized and managed. | Is fluid balance vs kidney response coherent. Answer coherent or incoherent. | coherent | Closed loop. | managed | Synthetic |
CFBK-010 | clinical-fluid-balance-kidney-function-coherence-risk-v0.1 | Ward | yes | positive | adequate | stable | low | yes | yes | Fluid plan and kidney stable. | Is fluid balance vs kidney response coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
What this repo is for
Detect when fluid management
and kidney response decouple
Common breaks no fluid balance recorded in AKI risk rising creatinine with no plan plan documented but not executed diuresis continues despite kidney deterioration
Used for AKI safety ICU and ward escalation fluid governance
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