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Record W4317895219 · doi:10.1370/afm.21.s1.4416

Interprofessional Primary Care Teamwork: Investigating Experiences of Health Care Providers

2023· article· en· W4317895219 on OpenAlexaboutno aff
Gayle Halas, Prabhnoor Osahan

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldHealth Professions
TopicInterprofessional Education and Collaboration
Canadian institutionsnot available
Fundersnot available
KeywordsTeamworkInterdependenceContext (archaeology)Health careNursingPsychologyMedical educationMedicineKnowledge managementComputer scienceSociology

Abstract

fetched live from OpenAlex

Context: Effective IP collaborative practice and teamwork is proposed to improve quality of care, patient safety and health outcomes. While interprofessional teamwork has been evident in hospitals for some time, a better understanding of team dynamics and factors influencing IP practice in primary care settings is needed especially from the perspectives of primary care providers, including those training future clinicians. Objective: The primary objective of this research was to explore the experiences of providers regarding the processes fostering team-based care in a single academic primary care clinic. Study Design and Analysis: A phenomenological case study approach aimed to identify the factors that foster team-based care as conveyed through individual interviews and focus groups. Data was inductively coded, based on interpretative phenomenological analysis. Setting: All data was collected on site at a University of Manitoba academic primary care teaching clinic. Population Studied: Data was gathered from eleven members of the interdisciplinary team representing five disciplines. Outcome Measures: Eight individual interviews and one focus group discussion were audiotaped and transcribed verbatim. Results: This team’s care was conceptualized as an interrelated web and is framed by three themes: 1) modalities of communication that support team-based care; 2) development of interdependent working relationships and; 3) the administrative and organizational support that is required to achieve the desired team stability. Modelling interprofessional practice and collaboration benefited both team members and family medicine residents, playing an essential role in enabling a more diverse set of skills while challenging the power hierarchy. Conclusions: Working together, health care professionals can attend to a wide range of patient’s health care needs in an efficient and effective manner. The overarching concept of an inter-related web characterizes interprofessional teamwork, while effective communication and collaboration support interprofessional collaboration in primary care settings.

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)0.008
metaresearch head score (Gemma)0.022
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.016
Threshold uncertainty score0.044

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.022
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0120.007
Scholarly communication0.0060.003
Open science0.0010.010
Research integrity0.0020.003
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 head0.046
GPT teacher head0.453
Teacher spread0.407 · 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

Citations1
Published2023
Admission routes1
Has abstractyes

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