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Record W1978086386 · doi:10.1207/s15328015tlm1504_08

Integration of Persons With HIV in a Problem-Based Tutorial: A Qualitative Study

2003· article· en· W1978086386 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueTeaching and Learning in Medicine · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicProblem and Project Based Learning
Canadian institutionsMcMaster University
Fundersnot available
KeywordsHuman immunodeficiency virus (HIV)Qualitative researchMedical educationPsychologyMedicineComputer scienceFamily medicineSociology

Abstract

fetched live from OpenAlex

BACKGROUND: This qualitative study examined the effect of using persons with HIV-AIDS (PHAs) as facilitators of learning in an interdisciplinary problem-based learning curriculum. DESCRIPTION: Ten students representing 5 professions (medicine, occupational therapy, physical therapy, nursing, and social work) volunteered to participate in an 8-week course on rehabilitation issues in HIV. Two tutorial groups met weekly to discuss problems with the assistance of a faculty tutor and a PHA. Students completed a weekly journal outlining their experiences. At completion of the course, students participated in semistructured interviews. A qualitative analysis of the transcribed interviews and the journals was undertaken. EVALUATION: The PHA provided a unique perspective on living with HIV, acted as a resource, and challenged the students' values and assumptions. The presence of the PHA also presented challenges in that the students worried their comments might offend them. CONCLUSIONS: PHAs contributed significantly to students' learning and can be successfully incorporated into problem-based tutorials.

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)0.016
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation 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 score0.056
Threshold uncertainty score0.984

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0160.004
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 integrity0.0000.001
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 head0.036
GPT teacher head0.380
Teacher spread0.344 · 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