uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 2
values | fluid_balance_signal stringclasses 4
values | renal_function_signal stringclasses 3
values | diuretic_or_iv_adjustment_signal stringclasses 5
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 5
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|
CFRF-001 | clinical-fluid-balance-renal-function-coherence-risk-v0.1 | ICU | positive_worsening | declining | adjusted | Rising fluid balance with worsening renal function and adjustments made. | Is fluid balance vs renal function coherent. Answer coherent or incoherent. | coherent | Action matches physiology. | stabilized | Synthetic |
CFRF-002 | clinical-fluid-balance-renal-function-coherence-risk-v0.1 | ICU | positive_worsening | declining | not_adjusted | Fluid accumulating with renal decline but no adjustment. | Is fluid balance vs renal function coherent. Answer coherent or incoherent. | incoherent | Mismatch increases overload risk. | overload_risk | Synthetic |
CFRF-003 | clinical-fluid-balance-renal-function-coherence-risk-v0.1 | Ward | neutral | stable | standard | Stable kidneys and neutral balance. | Is fluid balance vs renal function coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
CFRF-004 | clinical-fluid-balance-renal-function-coherence-risk-v0.1 | ICU | negative_improving | improving | adjusted | Diuresis and improving renal function. | Is fluid balance vs renal function coherent. Answer coherent or incoherent. | coherent | Aligned improvement. | improving | Synthetic |
CFRF-005 | clinical-fluid-balance-renal-function-coherence-risk-v0.1 | ICU | negative_improving | declining | over_diuresed | Negative balance with renal decline and over-diuresis. | Is fluid balance vs renal function coherent. Answer coherent or incoherent. | incoherent | Over-diuresis risk. | aki_risk | Synthetic |
CFRF-006 | clinical-fluid-balance-renal-function-coherence-risk-v0.1 | Ward | positive_mild | stable | monitored | Mild positive balance with stable renal function and monitoring. | Is fluid balance vs renal function coherent. Answer coherent or incoherent. | coherent | Tolerable with monitoring. | stable | Synthetic |
CFRF-007 | clinical-fluid-balance-renal-function-coherence-risk-v0.1 | ICU | positive_worsening | stable | not_adjusted | Rising fluid without renal decline but no plan. | Is fluid balance vs renal function coherent. Answer coherent or incoherent. | incoherent | Mismatch in management. | overload_risk | Synthetic |
CFRF-008 | clinical-fluid-balance-renal-function-coherence-risk-v0.1 | ICU | neutral | declining | adjusted | Neutral balance but renal decline and action taken. | Is fluid balance vs renal function coherent. Answer coherent or incoherent. | coherent | Response appropriate. | stabilized | Synthetic |
CFRF-009 | clinical-fluid-balance-renal-function-coherence-risk-v0.1 | Ward | negative_improving | stable | standard | Negative balance but stable kidneys. | Is fluid balance vs renal function coherent. Answer coherent or incoherent. | coherent | Acceptable. | stable | Synthetic |
CFRF-010 | clinical-fluid-balance-renal-function-coherence-risk-v0.1 | ICU | positive_worsening | declining | adjusted | Aligned adjustments in ICU. | Is fluid balance vs renal function coherent. Answer coherent or incoherent. | coherent | Aligned. | stabilized | Synthetic |
What this repo is for
Detect when fluid strategy and renal function signals
fall out of alignment
before fluid overload or avoidable AKI.
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