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Record W1519094834 · doi:10.3917/spub.136.0763

Processus de validation du questionnaire IPC65 : un outil de mesure de l'interdisciplinarité en pratique clinique

2013· article· fr· W1519094834 on OpenAlex
Suzanne K. Bédard, Claude Larivière, Thomas G. Poder

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueSanté Publique · 2013
Typearticle
Languagefr
FieldHealth Professions
TopicHealth, Medicine and Society
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

AIM: Interdisciplinary clinical practice has become an essential objective for the management of complex cases in a large number of health facilities in Quebec and elsewhere. However, this highly desirable practice cannot be implemented on demand and requires a carefully designed approach in combination with continuous feedback between the various partners involved in the management and functioning of an interdisciplinary team. The purpose of this research was to provide teams with a tool to help them identify their strengths and weaknesses in order to ensure continuous improvement. METHODS: Following a comprehensive review of the literature on microsystems ensuring interdisciplinarity in health, we identified a large number of elements considered to be important factors allowing effective interdisciplinarity. These factors were used to construct a questionnaire that was submitted to several stages of validation (qualitative and statistical) designed to enable health professionals to measure their degree of integration of the concepts allowing interdisciplinary clinical practice. RESULTS: This approach allowed validation of this questionnaire (Cronbach's alpha greater than 0.97). During the validation process, the number of questions of the questionnaire was reduced from 99 to 65. CONCLUSION: The various steps of validation of the questionnaire allowed the development of a relevant tool to promote continuous improvement of interdisciplinary clinical teams.

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.014
metaresearch head score (Gemma)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesResearch integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.381
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0140.008
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0040.006
Insufficient payload (model declined to judge)0.0020.000

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 head0.016
GPT teacher head0.382
Teacher spread0.366 · 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