Use of complementary and alternative medicine by pediatric rheumatology patients
Bibliographic record
Abstract
OBJECTIVE: To assess how often the patients in The Hospital for Sick Children's rheumatology clinic use complementary and alternative medicine (CAM), and the type of CAM used. METHODS: Cross-sectional descriptive survey study in a tertiary care referral center. RESULTS: We found that 90 (64%) of 141 respondents used at least 1 form of CAM; 45 (50%) of these 90 used more than 1 form. Duration of illness was positively associated with the use of CAM; the difference in the mean length of illness between users (4.12 +/- 3.60 years) and nonusers (2.82 +/- 3.23 years) was 1.3 years (P = 0.04). Of the 41 respondents with more than 1 illness, 32 used CAM, compared with 57 of 96 who had only 1 illness (P = 0.036). CONCLUSION: Health care providers must be aware of their patients' possible use of CAM, especially those with more than 1 illness.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".