Patient and caregiver experiences on care transitions for adults with a hip fracture: a scoping review
Bibliographic record
Abstract
The results of this scoping review provide a useful foundation from which to build strategies to address challenges such as lack of information sharing, role confusion and disorganized discharge planning experienced by patients and caregivers during care transitions. Further research needs to explore the development of strategies to promote patient-centered care especially during discharge from an acute care facility.Implications for rehabilitationEncourage health care providers to collaborate with patients with hip fracture and caregivers on decision-making about rehabilitation and recovery goals, discharge planning and safe patient transfer.Assess the needs of patients with hip fracture and caregivers before, during and after a care transition to deliver patient and family-centered care across multiple care settings.Provide patients with hip fracture and caregivers standardized information-exchange tools to increase timely, accurate exchange of information during care transitions.Encourage formal discussions about roles and responsibilities in the transitions in care process among patients with hip fracture, caregivers and health care providers.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 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".