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Record W579132008

Coming in the Front Door A History of Three Canadian Physiotherapists Through Two World Wars

2010· article· en· W579132008 on OpenAlexaboutno aff
Suzanne Evans

Bibliographic record

VenueScholars Commons (Wilfrid Laurier University) · 2010
Typearticle
Languageen
FieldMedicine
TopicHistory of Medical Practice
Canadian institutionsnot available
Fundersnot available
KeywordsFront (military)Home frontPolitical scienceHistoryGeographyLawWorld War IIMeteorology
DOInot available

Abstract

fetched live from OpenAlex

T h e d e v a s t a t i o n o f industrialized warfare of the First World War provided an abundance of patients needing help to re-educate wasted muscles or learn to use prosthetic limbs.The Canadian military medical establishment gradually realized the usefulness of "functional re-training" for wounded soldiers and set up schools to train physiotherapists.Not thinking ahead, the schools were closed at war's end.However, in the interwar years some far-sighted women developed a university training program and a regulating organization so that by the Second World War physiotherapists were in a position to significantly contribute to the war effort.The wartime development of this female-dominated profession will be shown through the stories of three Canadian women of successive generations.Résumé : La dévastation provoquée par la Première Guerre mondiale, véritable conflit industriel, a laissé une abondance de blessés qui durent apprendre à remettre en fonction des muscles abîmés ou à utiliser des prothèses.Graduellement, les autorités médicales militaires canadiennes se rendirent compte de l'utilité de la rééducation fonctionnelle chez ces soldats et mirent sur pied des écoles destinées à former des physiothérapeutes.Sans se préoccuper de l'avenir, on ferma les écoles à la fin de la guerre.Toutefois, dans les années de l'entre-deuxguerres, des femmes, prévoyantes, développèrent un programme de formation universitaire et créèrent un organisme de réglementation de sorte que les physiothérapeutes de la Seconde Guerre mondiale puissent être en mesure de contribuer à l'effort de guerre.Le développement, pendant la guerre, de cette profession où dominait un personnel féminin, est illustré par l'histoire de trois femmes appartenant à trois générations successives.

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)0.006
metaresearch head score (Gemma)0.013
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.149
Threshold uncertainty score0.987

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.013
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0040.007
Science and technology studies0.0770.043
Scholarly communication0.0170.006
Open science0.0030.008
Research integrity0.0100.020
Insufficient payload (model declined to judge)0.0190.002

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 head0.024
GPT teacher head0.251
Teacher spread0.227 · 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 designQualitative
Domainnot available
GenreEmpirical

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

Citations2
Published2010
Admission routes1
Has abstractno

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