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Record W3124052712

[no title]

2016· article· fr· W3124052712 on OpenAlexaff
Arlene Court

Bibliographic record

VenuePubMed · 2016
Typearticle
Languagefr
FieldMedicine
TopicSmoking Behavior and Cessation
Canadian institutionsSunnybrook Health Science Centre
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy
DOInot available

Abstract

fetched live from OpenAlex

L’engouement récent pour la cigarette électronique exige que les infirmières en oncologie soient bien informées pour mieux aider leurs patients à faire des choix favorisant un mode de vie sain. Cet article donne de l’information essentielle sur le sujet : il brosse d’abord le portrait de la consommation de la cigarette, tant traditionnelle qu’électronique, puis fait état des recommandations actuelles s’appliquant à la cigarette électronique avant d’aborder les préoccupations qui y sont liées : dépendance à la nicotine, absence de réglementation et manque de preuves quant à son efficacité dans le processus d’abandon tabagique. L’utilité de la cigarette électronique dans la réduction des méfaits sur la santé est également soulignée. Finalement, des suggestions sont faites quant à la façon de guider les patients cancéreux désirant utiliser la cigarette électronique.

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)0.004
metaresearch head score (Gemma)0.013
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.943
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0020.002
Scholarly communication0.0040.004
Open science0.0010.002
Research integrity0.0050.006
Insufficient payload (model declined to judge)0.0570.010

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 head0.045
GPT teacher head0.265
Teacher spread0.220 · 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.

Study designNot applicable
Domainnot available
GenreOther

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".

Quick stats

Citations0
Published2016
Admission routes1
Has abstractyes

Explore more

Same venuePubMed→Same topicSmoking Behavior and Cessation→French-language works237,207→