uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 3
values | fluid_balance_signal stringclasses 3
values | renal_response_signal stringclasses 4
values | adjustment_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 3
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|
CFBR-001 | clinical-fluid-balance-renal-response-coherence-risk-v0.1 | Ward | positive_overload | adjusted | appropriate | Fluid overload recognised and adjusted. | Is fluid balance vs renal response coherent. Answer coherent or incoherent. | coherent | Aligned adjustment. | stable | Synthetic |
CFBR-002 | clinical-fluid-balance-renal-response-coherence-risk-v0.1 | Ward | positive_overload | no_adjustment | none | Fluid overload but no adjustment. | Is fluid balance vs renal response coherent. Answer coherent or incoherent. | incoherent | Overload ignored. | harm_risk | Synthetic |
CFBR-003 | clinical-fluid-balance-renal-response-coherence-risk-v0.1 | ICU | negative_deficit | adjusted | timely | Deficit corrected. | Is fluid balance vs renal response coherent. Answer coherent or incoherent. | coherent | Aligned. | managed | Synthetic |
CFBR-004 | clinical-fluid-balance-renal-response-coherence-risk-v0.1 | Ward | positive_overload | delayed_adjustment | late | Overload corrected late. | Is fluid balance vs renal response coherent. Answer coherent or incoherent. | incoherent | Timing mismatch. | harm_risk | Synthetic |
CFBR-005 | clinical-fluid-balance-renal-response-coherence-risk-v0.1 | Ward | stable | not_required | none | Stable fluid status. | Is fluid balance vs renal response coherent. Answer coherent or incoherent. | coherent | Appropriate. | stable | Synthetic |
CFBR-006 | clinical-fluid-balance-renal-response-coherence-risk-v0.1 | ICU | positive_overload | adjusted | on_time | ICU adjusted promptly. | Is fluid balance vs renal response coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
CFBR-007 | clinical-fluid-balance-renal-response-coherence-risk-v0.1 | Ward | positive_overload | no_adjustment | none | Overload missed. | Is fluid balance vs renal response coherent. Answer coherent or incoherent. | incoherent | Critical gap. | harm_risk | Synthetic |
CFBR-008 | clinical-fluid-balance-renal-response-coherence-risk-v0.1 | Ward | negative_deficit | delayed_adjustment | late | Deficit corrected late. | Is fluid balance vs renal response coherent. Answer coherent or incoherent. | incoherent | Delay risk. | harm_risk | Synthetic |
CFBR-009 | clinical-fluid-balance-renal-response-coherence-risk-v0.1 | ED | negative_deficit | adjusted | timely | ED deficit corrected. | Is fluid balance vs renal response coherent. Answer coherent or incoherent. | coherent | Aligned. | managed | Synthetic |
CFBR-010 | clinical-fluid-balance-renal-response-coherence-risk-v0.1 | ICU | stable | not_required | none | Stable ICU. | Is fluid balance vs renal response coherent. Answer coherent or incoherent. | coherent | Appropriate. | stable | Synthetic |
What this repo is for
Detect when fluid balance signals
and renal management
fall out of alignment
before acute kidney injury or fluid overload harm.
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