uid stringclasses 10
values | dataset_id stringclasses 1
value | care_setting stringclasses 3
values | nutrition_plan_present_signal stringclasses 2
values | route_prescribed stringclasses 4
values | calorie_target_signal stringclasses 3
values | protein_target_signal stringclasses 3
values | intake_recorded_signal stringclasses 3
values | actual_intake_signal stringclasses 4
values | feeding_interruption_signal stringclasses 3
values | reason_for_low_intake_documented_signal stringclasses 3
values | intervention_adjustment_signal stringclasses 3
values | documentation_complete_signal stringclasses 3
values | system_outcome_signal stringclasses 5
values | clinical_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 10
values | lead_time_window_hours int64 48 168 | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CNPI-001 | clinical-nutrition-plan-intake-coherence-risk-v0.1 | Ward | yes | oral | meets_target | meets_target | yes | meets_target | no | yes | yes | yes | stable | Nutrition plan set with targets. Intake recorded and meets targets. No interruption. Adjustments documented. | Is nutrition plan vs intake coherent. Answer coherent or incoherent. | coherent | Plan matched by intake. | 72 | Synthetic |
CNPI-002 | clinical-nutrition-plan-intake-coherence-risk-v0.1 | Ward | yes | oral | meets_target | meets_target | yes | below_target | yes | no | no | no | frailty_decline_risk | Plan exists but intake below target due to interruptions. No reason documented and no adjustment. | Is nutrition plan vs intake coherent. Answer coherent or incoherent. | incoherent | Low intake with no mitigation. | 72 | Synthetic |
CNPI-003 | clinical-nutrition-plan-intake-coherence-risk-v0.1 | ICU | yes | enteral | meets_target | meets_target | yes | below_target | yes | yes | yes | yes | stable | Enteral feeding plan. Intake below target due to procedure hold. Reason documented and plan adjusted. | Is nutrition plan vs intake coherent. Answer coherent or incoherent. | coherent | Below target but managed with documented adjustment. | 48 | Synthetic |
CNPI-004 | clinical-nutrition-plan-intake-coherence-risk-v0.1 | ICU | yes | enteral | meets_target | meets_target | no | unknown | yes | no | no | no | icu_complication_risk | Enteral plan present but intake not recorded. Interruptions occurred. No documentation or adjustment. | Is nutrition plan vs intake coherent. Answer coherent or incoherent. | incoherent | No recorded delivery and no control. | 48 | Synthetic |
CNPI-005 | clinical-nutrition-plan-intake-coherence-risk-v0.1 | Ward | yes | oral | below_target | below_target | yes | meets_target | no | yes | yes | yes | stable | Initial conservative targets set. Patient intake meets or exceeds recorded targets and plan adjusted upward. | Is nutrition plan vs intake coherent. Answer coherent or incoherent. | coherent | Targets and intake aligned with adjustment. | 72 | Synthetic |
CNPI-006 | clinical-nutrition-plan-intake-coherence-risk-v0.1 | Ward | yes | parenteral | meets_target | meets_target | yes | meets_target | no | yes | yes | yes | stable | TPN prescribed and delivered. Intake meets targets and documentation complete. | Is nutrition plan vs intake coherent. Answer coherent or incoherent. | coherent | Delivered as prescribed. | 48 | Synthetic |
CNPI-007 | clinical-nutrition-plan-intake-coherence-risk-v0.1 | Ward | yes | oral | meets_target | meets_target | yes | below_target | no | yes | no | yes | wound_healing_delay_risk | Intake below target without interruption recorded. Reason documented but no intervention adjustment. | Is nutrition plan vs intake coherent. Answer coherent or incoherent. | incoherent | Recognized shortfall but no action. | 96 | Synthetic |
CNPI-008 | clinical-nutrition-plan-intake-coherence-risk-v0.1 | ICU | yes | enteral | meets_target | meets_target | yes | below_target | yes | yes | no | yes | icu_complication_risk | Feeds interrupted repeatedly. Reasons documented but plan not adjusted or supplemented. | Is nutrition plan vs intake coherent. Answer coherent or incoherent. | incoherent | Repeated shortfall without adjustment. | 72 | Synthetic |
CNPI-009 | clinical-nutrition-plan-intake-coherence-risk-v0.1 | Outpatient | no | none | not_applicable | not_applicable | not_applicable | not_applicable | not_applicable | not_applicable | not_applicable | not_applicable | stable | No inpatient nutrition plan episode. | Is nutrition plan vs intake coherent. Answer coherent or incoherent. | coherent | No nutrition loop required. | 168 | Synthetic |
CNPI-010 | clinical-nutrition-plan-intake-coherence-risk-v0.1 | Ward | yes | oral | meets_target | meets_target | yes | below_target | yes | yes | yes | no | governance_risk | Intake low due to interruptions. Reason documented and intervention adjusted but documentation incomplete. | Is nutrition plan vs intake coherent. Answer coherent or incoherent. | incoherent | Operational response present but record incomplete. | 72 | Synthetic |
What this repo is for
This dataset tests whether a model can detect coupling failures between nutrition plans and actual intake.
It measures alignment between prescribed nutritional targets and route and recorded delivery and consumption within the care window.
It predicts frailty decline risk wound healing delay risk ICU complication risk extended length of stay driven by underfeeding.
You use it for hospital nutrition governance ICU feeding pathway audits clinical AI safety testing around follow-through and delivery gaps
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