MétaCan
Menu
Back to cohort
Record W3125108534 · doi:10.1097/jte.0000000000000170

Outcomes of 2 Multimodal Human Anatomy Courses Among Doctor of Physical Therapy Students (Entry-Level): A Quasi-experimental Study

2021· article· en· W3125108534 on OpenAlex
Sara Maher, Deborah Doherty

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

VenueJournal of Physical Therapy Education · 2021
Typearticle
Languageen
FieldEngineering
TopicAnatomy and Medical Technology
Canadian institutionsCentre for Movement Disorders
Fundersnot available
KeywordsKinesthetic learningGross anatomyMedicineAnatomySurface anatomyClass (philosophy)Cadaveric spasmPsychologyMathematics educationArtificial intelligenceComputer science

Abstract

fetched live from OpenAlex

Introduction. Alternative methods of anatomy instruction have increased in popularity; however, cadaveric dissections were not consistently reported as the most effective teaching tool. Subjects from 2 professional (entry-level) physical therapist education programs who were taught anatomy using multimodal strategies and either cadaveric dissection or prosected cadavers were compared. The purposes of this study were to 1) determine subjects' approach to learning (surface or deep), 2) determine the preferred learning style of the subjects, 3) assess the subjects' retention of anatomy at the completion of an anatomy course and 6 months later, and 4) determine how much time subjects spent in learning activities for each anatomy pedagogy. Methods. Outcome measures consisted of an anatomy quiz, the Revised 2-Factor Study Process Questionnaire, a Learning Perception Inventory, and the Visual, Auditory, Read/Write, Kinesthetic Questionnaire. Data were collected at 3 points during the study: before anatomy class, immediately at the conclusion of the anatomy class, and 6 months after the class had ended. Data were analyzed using SPSS 25.0 and included descriptive statistics, Wilcoxon signed ranks tests, and Mann–Whitney U tests. Results. Subjects in both programs were kinesthetic learners who used a deep learning approach. Subjects were able to retain anatomical knowledge postanatomy and 6 months after the class ended, no matter which learning tools were used. The group who worked with prosected cadavers perceived spending more total time preparing for anatomy class. Discussion and Conclusion. Based on these results, cadaveric prosection was as effective as cadaveric dissection in 2 multimodal anatomy classes for subjects in 2 professional (entry-level) physical therapist education programs.

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)0.000
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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.157
Threshold uncertainty score0.644

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.019
GPT teacher head0.371
Teacher spread0.352 · 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