Alcoolismo feminino: um estudo de suas peculiaridades. Resultados preliminares
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
OBJETIVO: Apresentar os resultados parciais de um estudo qualitativo realizado com mulheres alcoolistas, discutir as peculiaridades do alcoolismo feminino e a importância do seu significado nos serviços especializados. MÉTODOS: Foram realizadas entrevistas semi-estruturadas com nove mulheres que se tratavam no serviço de alcoolismo de uma instituição pública. RESULTADOS: Observou-se comportamento particular de beber, violência doméstica e maior adesão ao tratamento quando eram participantes de um grupo composto somente por mulheres. CONCLUSÃO: O estudo apontou a relevância de tentar compreender o alcoolismo feminino com todas as suas peculiaridades e a possível relação dessa compreensão com os tratamentos oferecidos.
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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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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 it