Patients' attitudes to comforting touch in family practice.
Bibliographic record
Abstract
OBJECTIVE: To examine patients' attitudes to comforting touch in family practice. DESIGN: A survey was designed with statements and responses to proposed scenarios. SETTING: Twenty family practices throughout Ontario. PARTICIPANTS: Family practice patients; of 400 surveys distributed, 376 were completed (94% response rate). MAIN OUTCOME MEASURES: Patients responded to scenarios on a five-point Likert scale, ranging from strongly disagree to strongly agree. Results were analyzed using SPSS for DOS. RESULTS: Most patients in this population believed that touch can be comforting (66.3%) and healing (57.9%). Women were more accepting of comforting touch than men in all scenarios. Acceptance of comforting touch declined for both sexes as touch became proximal and more intimate. Men and women were more accepting of comforting touch from female doctors. Acceptance of all comforting touch declined markedly if a physician was unfamiliar to a patient, regardless of the physician's sex. CONCLUSION: Most patients surveyed believed touch is comforting and healing and viewed distal touches (on the hand and shoulder) as comforting.
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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 | 0.001 |
| 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 | 0.000 |
| 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".