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Record W4283749302 · doi:10.21474/ijar01/14875

STUDENT OPINION ABOUT SCRIPT CONCORDANCE TEST, JEDDAH, KSA

2022· article· en· W4283749302 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueInternational Journal of Advanced Research · 2022
Typearticle
Languageen
FieldMedicine
TopicClinical Reasoning and Diagnostic Skills
Canadian institutionsnot available
Fundersnot available
KeywordsConcordanceTest (biology)Medical educationPsychologyMathematics educationMedicine

Abstract

fetched live from OpenAlex

Background:Medical students undergo rigorous medical training to acquire appropriate skills in areas of clinical reasoning and professional skills, among others. The Script Concordance Test(SCT) was developed in Canada to assess the clinical reasoning skills of students to ensure that they have the necessary knowledge and skills to execute functions effectively in clinical environments characterized by uncertainty. Methodology: The current study was conducted to assess the opinions of Saudi health students regarding the SCT. In the study, a cross-sectional study with online questionnaires used to survey and collect data from study participants. The quantitative method of data analysis used yielded essential outcomes. Result: The study found that female students had more knowledge about the test than male students. Likewise, KSA students were more knowledgeable than non-KSA students. Among the KSA students, participants from KAU had more knowledge about the test than students from other universities.MORE IS NEEDEDWITH FIGURESAND SIGNIFICANCE Conclusion: Overall, postgraduate students showed more knowledge about the test than undergraduate students. The test was generally accepted, but knowledge about it could be enhanced further among the students.

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)0.002
metaresearch head score (Gemma)0.036
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.414
Threshold uncertainty score0.972

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.036
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 science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.072
GPT teacher head0.503
Teacher spread0.431 · 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