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Record W3088710465 · doi:10.29309/tpmj/2020.27.09.4530

Interest in research among the undergraduate students of medical and dental colleges of Pakistan.

2020· article· en· W3088710465 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

VenueThe Professional Medical Journal · 2020
Typearticle
Languageen
FieldMedicine
TopicHealth and Medical Research Impacts
Canadian institutionsCollège Montmorency
Fundersnot available
KeywordsMedical educationMedicineSample (material)The Internet

Abstract

fetched live from OpenAlex

Objectives: The aim of this study was to find the interest in research among the undergraduate students of medical and dental colleges of Pakistan. Study Design: Cross-sectional study. Setting: Amongst the students of four medical institutes. Period: April to May 2018. Material & Methods: Sample size was 500 of undergraduate MBBS and BDS students from 1st year to final year. Participants were given a questionnaire and responses were analyzed with SPSS software version 21. Results: The mean age of participants was 23.24 +/- 1.85 years. Female students were more (63%) as compared to male students (37%). Seventy percent (70%) students were interested in different research work and more than 85% students were interested to continue their future career in academics. Participants were more interested in practical training as compared to research and theory. Most of the students were interested to carry out research in clinical field as compared to non-clinical field. The knowledge of research methodology was more in senior students. Student’s knowledge about “impact factor of journal” was low. Conclusion: In this research it has been found that a good number of participants were interested in research activities so measures should be taken to facilitate and motivate them by giving some sort of award to the researchers to increase the publications from Pakistan. Easy access to internet facilities must be provided to promote research activities. Efforts should be made to find out reasons why some students consider research less important. It is also need of the day to develop culture of research by senior faculty members of academic institutes.

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)0.019
metaresearch head score (Gemma)0.068
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.336
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0190.068
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.004
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 head0.396
GPT teacher head0.592
Teacher spread0.196 · 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