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Record W2105328046

Family physicians and psychiatrists. Qualitative study of physicians' views on collaboration.

2002· article· en· W2105328046 on OpenAlexaffabout
Ricardo Lucena, Alain Lesage

Bibliographic record

VenuePubMed · 2002
Typearticle
Languageen
FieldHealth Professions
TopicPrimary Care and Health Outcomes
Canadian institutionsInstitut universitaire en santé mentale de Montréal
Fundersnot available
KeywordsRemunerationSession (web analytics)Focus groupQualitative researchContinuing medical educationPrimary careMedicineMedical educationNursingPsychiatryFamily medicinePsychologyContinuing educationWorld Wide WebComputer science
DOInot available

Abstract

fetched live from OpenAlex

OBJECTIVE: To understand how to improve collaboration between psychiatrists and family physicians in primary care settings. DESIGN: Qualitative study using 10 in-depth interviews and a focus group session. SETTING: Catchment area in eastern Montreal, Que. PARTICIPANTS: Five FPs and five psychiatrists. METHOD: Ten interviews and a focus group were conducted to identify ways of improving collaboration between FPs and psychiatrists. All session were audiotaped and transcribed verbatim. Analysts used Atlas.ti to compare findings vertically and horizontally. MAIN FINDINGS: Three strategies were identified: communication, continuing medical education (CME) for FPs, and access to consulting psychiatrists. The first two can be implemented by FPs and psychiatrists together, but psychiatrists thought the last one was not feasible due to lack of both time and remuneration for such activity. CONCLUSION: Better communication and CME for FPs in psychiatry can help improve collaboration between FPs and psychiatrists. Increased access to consulting psychiatrists requires substantial alteration in established clinical roles and routines.

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 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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.611
Threshold uncertainty score0.602

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.122
GPT teacher head0.437
Teacher spread0.316 · 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 teacher head, not a consensus.

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

Citations30
Published2002
Admission routes2
Has abstractyes

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