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Record W4416408049 · doi:10.1111/tct.70282

A Checklist for Involving Patients in Educational Activities

2025· article· en· W4416408049 on OpenAlexaff
Cathy Kline, Angela Towle

Bibliographic record

VenueThe Clinical Teacher · 2025
Typearticle
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsLearning PartnershipUniversity of British Columbia
Fundersnot available
KeywordsChecklistHealth professionalsHealth professionsAsk priceOrder (exchange)MEDLINEHealth care

Abstract

fetched live from OpenAlex

Teachers in the health professions increasingly see the benefits of involving patients in their educational activities and are looking for good practice guidelines on how best to do this, especially when they lack experience. Patient partners say that they often do not get the information they need in order to understand expectations and prepare effectively for their teaching role. In collaboration with patient partners, we developed a checklist in the form of a parallel document, one side for instructors and one side for patient partners. The checklist is in four parts and covers the things for teachers and patients to do before, during and after an educational activity. The checklist has been used by patient partners and instructors in a wide range of health professions at two institutions. It provides a concise and comprehensive reminder for instructors, empowers patients to ask for the information they need and is a template that can be customised for different contexts.

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)0.009
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.164
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.009
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 head0.061
GPT teacher head0.454
Teacher spread0.392 · 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.

Study designObservational
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 routes1
Has abstractyes

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