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Record W4393017630 · doi:10.7202/1101852ar

Les soins d’urgence et l’oncologie

2023· article· fr· W4393017630 on OpenAlexaffabout
Billy Vinette, Alexandra Lapierre, Marie‐Ève Bélanger

Bibliographic record

VenueSoins d’urgence La revue de l’Association des infirmières et infirmiers d’urgence du Québec · 2023
Typearticle
Languagefr
FieldMedicine
TopicNeutropenia and Cancer Infections
Canadian institutionsUniversité LavalUniversité de Montréal
Fundersnot available
KeywordsMedicine

Abstract

fetched live from OpenAlex

Un Canadien sur deux développera un cancer au cours de sa vie. En ce sens, il est de plus en plus commun de soigner des usagers recevant des traitements contre le cancer (URTCC) dans les salles d’urgence. Les modalités de traitement offert aux URTCC sont dorénavant nombreuses et plus complexes. Il n’est plus seulement question de chimiothérapie, de radiothérapie ou de chirurgie. À ces modalités se sont ajoutées l’immunothérapie, la thérapie ciblée, l’hormonothérapie et la greffe de cellules souches. Il est d’ailleurs reconnu que la prise en charge de certains URTCC, comme ceux recevant de la chimiothérapie, se distingue des autres clientèles puisque des précautions doivent être mises en place lors de la manipulation des excrétas. Il importe donc de sensibiliser le personnel infirmier (c’est-à-dire les infirmières, les infirmières auxiliaires et les préposés aux bénéficiaires) quant à certaines particularités liées à la prise en charge d’un URTCC à la salle d’urgence. Cet article qui se veut à la fois instructif et ludique est le premier d’une série de deux.

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)0.002
metaresearch head score (Gemma)0.004
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: Other · Consensus signal: none
Teacher disagreement score0.013
Threshold uncertainty score0.044

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0020.004
Scholarly communication0.0060.003
Open science0.0010.003
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0130.002

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 head0.060
GPT teacher head0.358
Teacher spread0.298 · 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
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
Published2023
Admission routes2
Has abstractyes

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