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Record W4412933181 · doi:10.1136/bmjoq-2025-003328

Bridging the gap: monthly telephone calls to enhance collaboration between primary care physicians and psychiatrists

2025· article· en· W4412933181 on OpenAlexaffabout
Kamini Vasudev, Stephanie Fernando

Bibliographic record

VenueBMJ Open Quality · 2025
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicHealthcare Systems and Technology
Canadian institutionsLondon Health Sciences CentreWestern University
Fundersnot available
KeywordsMedicinePrimary careFamily medicineMental healthService (business)NursingPsychiatry

Abstract

fetched live from OpenAlex

BACKGROUND: The integration of mental health services within primary care settings is a growing priority in Canada, driven by the need to improve access and ensure comprehensive patient-centred care. This year-long pilot quality improvement (QI) project was conducted to examine the feasibility and impact of introducing monthly telephone consultations between primary care physicians (PCPs) and psychiatrists working at a secondary care regional hospital in Ontario, Canada. METHODS: PCPs were connected with a team of psychiatrists via email on a voluntary basis. Once connected, PCPs were encouraged to contact psychiatrists by text or email to book monthly telephone consultation for patient care. RESULTS: A total of seven PCPs and five psychiatrists participated in this project. A total of 66 patients were discussed via telephone consultations between PCPs and psychiatrists and 11 of these patients were referred to psychiatry for further assessment. The number of referrals to psychiatry O-P service from the seven PCPs involved in this pilot decreased from 83 for the period of November 2021 to October 2022 to 53 for the period of this project, that is, November 2022 to October 2023.There were initial challenges in scheduling consultations due to busy practices. After the first few months of regular monthly contact, three psychiatrists reported fewer ongoing contacts with PCPs and that PCPs email them on an as needed basis. Two psychiatrists continued to have ongoing 4-6 weeks contact with their assigned PCP, discussing on average 3-4 patients, after 1 year.Psychiatrists found the telephone meetings productive and the PCPs were appreciative of the support provided and were willing to take over the primary care of some patients under the care of the psychiatrists, who had medical needs but no PCP. CONCLUSION: This pilot QI project confirms the feasibility and successful collaborations between PCPs and psychiatrists through monthly phone calls.

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: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.864
Threshold uncertainty score0.982

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.001
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 head0.038
GPT teacher head0.405
Teacher spread0.367 · 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 designOther design
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

Citations0
Published2025
Admission routes2
Has abstractyes

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