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Record W4387757019 · doi:10.23977/aetp.2023.071401

Application of PBL Combined with Multimedia Technology in Standardized Training of Ophthalmic Residents

2023· article· en· W4387757019 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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueAdvances in Educational Technology and Psychology · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicInnovative Educational Techniques
Canadian institutionsnot available
FundersInner Mongolia University for NationalitiesInner Mongolia University
KeywordsStandardizationMedical educationMedicineSignificant differenceMedical physicsMultimediaInternal medicineComputer science

Abstract

fetched live from OpenAlex

To study the application of PBL combined with multimedia technology in standardized training of residents. Retrospective analysis was carried out to select 15 general scientists in the rotation of ophthalmology in the standardized training of 2020 residents in the Second Clinical Medical College of Inner Mongolia University for Nationalities from May 2022 to May 2023, and 15 general scientists in the rotation of 2021 residents in the standardization training of ophthalmology. They were divided into the teaching method group of PBL combined with multimedia technology (observation group, n=15). The traditional teaching method group (control group, n=15) was used to statistically analyze the assessment results of residents in the two groups and their satisfaction with teaching methods. The theoretical, clinical skills and comprehensive ability of residents in the observation group were significantly higher than those in the control group (P<0.05).The residents in the observation group were significantly higher than those in the control group (80.0% (12/15), 73.3% (11/15), 73.3% (11/15), 73.3% (14/15), 80.0% (12/15), 80.0% (12/15)86.7% (13/15), the difference was statistically significant (P<0.05).It is concluded that PBL standardized training combined with multimedia technology teaching method is more effective than the traditional single teaching method.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.192
Threshold uncertainty score0.711

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.005
Science and technology studies0.0000.002
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 head0.026
GPT teacher head0.435
Teacher spread0.409 · 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