A Leg to Stand On: Working With Marginal Decision-making Capacity in a Patient With a Severe Leg Infection and Schizophrenia
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Assessment of a patient's capacity to make treatment decisions and working with the wishes of a patient with mental illness against the best medically indicated plan is a complex and dynamic task. It is particularly challenging when the course of deterioration of the illness is meandering and slow, and the time horizon for recovery is uncertain, providing no clear point of entry for definitive crisis intervention. High-impact decisions concerning body integrity, such as the amputation of a leg, further complicate the task. To highlight these challenges and complexities, we present the case of a man who suffered from schizophrenia, with a worsening diabetic foot ulcer and suboptimal acceptance of proper wound care. The patient died as a result of his refusal of a proposed amputation to address his life-threatening infection. Medical system and cultural issues are also considered.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it