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Record W4404383202 · doi:10.21275/sr22526232606

Analysis of Model Undergraduate Physiotherapy Curriculum of India and Six Developed Countries

2022· article· en· W4404383202 on OpenAlexaboutno aff
Umanjali Damke, Hon Ved Prakash Mishra

Bibliographic record

VenueInternational Journal of Science and Research (IJSR) · 2022
Typearticle
Languageen
FieldHealth Professions
TopicInterprofessional Education and Collaboration
Canadian institutionsnot available
Fundersnot available
KeywordsCurriculumPhysical therapyMedical educationPsychologyMedicinePedagogy

Abstract

fetched live from OpenAlex

Physiotherapy students opt for higher studies and job opportunities to countries like USA, Canada, UK, Australia, New Zealand and Singapore which are primarily English-speaking countries. The physiotherapy curriculum of India in the form of education and qualification should be substantially equivalent to the curriculum of the above countries in order to complete the credentialing process to be able to study in the country or work thereto as a trained healthcare professional. Hence the under graduate physiotherapy curriculum of the universities and organizations of these six developed countries available online were downloaded and analysed for content Inclusion. All the curricula are characterized by a progression from learner of foundational knowledge, clinical sciences and clinical practice to competent practitioner of the physiotherapy profession.

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.

How this classification was reachedexpand

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)0.005
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.146
Threshold uncertainty score0.845

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0010.001
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 head0.068
GPT teacher head0.547
Teacher spread0.480 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

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