Self blame and fears among peri-operative hip fracture patients: a qualitative study
Bibliographic record
Abstract
Objective: Our team explored elderly patients’ experiences of waiting to undergo hip fracture surgery.Methods: We conducted in-depth qualitative interviews with postoperative patients on an orthopedic ward.Results: All patients had little recall of their fall, their transfer to hospital and were not concerned about surgical wait-times. Rather, our study participants were concerned with issues related to recovery and transfer to home or community. Most patients expressed fear and anxiety at the prospect of being transferred to a nursing home. They also expressed self-blame for having fallen, as most of these events took place while participants were undertaking routine household activities. Discussion: The concerns expressed by our interview participants suggest avenues for patient education. These include the need to provide advice that a cautious person may still fall, as well as information on what will typically happen should an individual fall and suffer debilitating injury requiring surgery.
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".