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Record W2342304214

baseada na ABP, essa experiência mostra que tal metodologia pode ser utilizada de forma bem sucedida em algumas disciplinas do currículo. Palavras-Chave: Aprendizagem Baseada no Problema, Raciocínio Clínico,

2010· article· pt· W2342304214 on OpenAlexaboutno aff
Minas Gerais

Bibliographic record

Venuenot available
Typearticle
Languagept
FieldSocial Sciences
TopicProblem and Project Based Learning
Canadian institutionsnot available
Fundersnot available
KeywordsCurriculumPsychologyOccupational therapyProblem-based learningMedical educationMathematics educationPedagogyMedicine
DOInot available

Abstract

fetched live from OpenAlex

Problem Based Learning (PBL) was introduced as a new learning methodology at McMaster University in Canada in the 1960’s. Since then, PBL became an important alternative to traditional education models. Objective: to describe an experience of using PBL in a course of the undergraduate Occupational Therapy program]me at the Federal University of Minas Gerais. Methods: On the second semester of 2007, the discipline “Clinical reasoning in Occupational Therapy for Children” was offered to undergraduate students. The course was based in case studies and its aim was to develop the student’s clinical reasoning to conduct occupational therapy interventions for children. Results: Thirteen students volunteered to participate in the course; they were divided in two tutorial groups, each one tutored by a graduate student of the postgraduate Rehabilitation Sciences Programme, and both oriented by a professor. At the beginning, the students had difficulties with the new methodology, because they were not used to some PBL’s features. Throughout the semester, the students showed more independent performance on gathering and appraising information and reported, thorough a questionnaire responded at the end of the course, greater learning than with the traditional educational methods. Conclusion: PBL is an important alternative to traditional educational methods, but it requires appropriate physical and personnel structure, conditions that are difficult in Brazilian public universities. If it is not possible to construct the whole curriculum based on PBL, this experience shows that this methodology can be used successfully in just some courses.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.988
Threshold uncertainty score0.041

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.012
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.002
Scholarly communication0.0030.002
Open science0.0010.004
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0120.002

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 head0.028
GPT teacher head0.333
Teacher spread0.305 · 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 source (direct Gemma or distilled Codex), not a consensus.

Study designNot applicable
Domainnot available
GenreOther

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".

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Citations0
Published2010
Admission routes1
Has abstractyes

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