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Record W4410334573 · doi:10.18192/uojm.v15i1.6626

L’importance de la recherche en schizophrénie et du partenariat avec les patients

2025· article· fr· W4410334573 on OpenAlexvenueaboutno aff
Félix Diotte, Luc Vigneault, Stéphanie Coronado-Montoya, Isaac Kim, Briana Cloutier, Victoria Patterson, Helen Thai, Bryce J. M. Bogie, Zacharie Saint-Georges

Bibliographic record

VenueUniversity of Ottawa Journal of Medicine · 2025
Typearticle
Languagefr
FieldHealth Professions
TopicHealth, Medicine and Society
Canadian institutionsnot available
Fundersnot available
KeywordsMedicine

Abstract

fetched live from OpenAlex

En mai dernier, « Caché pour révision » et « Caché pour révision » ont eu le privilège d’interviewer virtuellement M. Luc Vigneault, un auteur, conférencier et formateur âgé de 62 ans vivant avec un diagnostic de schizophrénie, qui est aussi membre du Réseau canadien de recherche sur la schizophrénie et les psychoses en tant que patient partenaire. Depuis 1994, il donne entre autres des conférences sur les thèmes du rétablissement, de la lutte à la stigmatisation ainsi que sur la démystification des troubles mentaux, et ce, dans des milieux communautaires, universitaires, institutionnels et privés. Monsieur Vigneault cumule aussi plusieurs années en tant que pair-aidant auprès de personnes vivant avec des problèmes de santé mentale.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.018
metaresearch head score (Gemma)0.039
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.099
Threshold uncertainty score0.197

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0180.039
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0090.013
Scholarly communication0.0070.005
Open science0.0010.003
Research integrity0.0040.007
Insufficient payload (model declined to judge)0.0060.001

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.

Opus teacher head0.088
GPT teacher head0.397
Teacher spread0.309 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

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".

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Citations0
Published2025
Admission routes2
Has abstractyes

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