Medication decisions and clinical outcomes in the Canadian National Outcomes Measurement Study in Schizophrenia
Bibliographic record
Abstract
OBJECTIVE: To evaluate over a 2-year period, patients from academic/non-academic centres, from each region of Canada, to determine whether location or other variables such as medication type, gender or income was associated with outcome as defined by non-hospitalization and persistence on original treatment. METHOD: A total of 448 patients were recruited from academic and non-academic centres across all provinces of Canada and followed up for 2 years. RESULTS: Patients from British Columbia had significantly lower rates of hospitalization than patients from other provinces. Male patients showed greater symptomatic improvement at 2 years from initial assessment compared to females. Patients on clozapine, risperidone and olanzapine were least likely to be hospitalized. CONCLUSION: There were some regional differences noted in both utilization of types of antipsychotic medications and hospitalization rates. In this sample of stable out-patients over 70% who started on monotherapy with clozapine, risperidone, olanzapine and quetiapine remained on the same medication over the 2-year study period.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.000 | 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".