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Record W7117148641 · doi:10.56238/arev7n12-282

O RACIOCÍNIO DA TERAPIA OCUPACIONAL COMO BASE PARA A OFERTA DAS ADAPTAÇÕES RAZOÁVEIS: ARTICULAÇÃO ENTRE LEI BRASILEIRA DE INCLUSÃO, NEUROCIÊNCIAS E OCUPAÇÕES ESCOLARES

2025· article· W7117148641 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

VenueAracê. · 2025
Typearticle
Language
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsnot available
Fundersnot available
KeywordsOccupational therapyInclusion (mineral)LegislationSituatedAutismAutism spectrum disorderKnowledge baseInterpretation (philosophy)

Abstract

fetched live from OpenAlex

In Brazil, Inclusive Education has been consolidated through the Brazilian Law for the Inclusion of Persons with Disabilities (Lei Brasileira de Inclusão - LBI). In parallel, advances in Neurosciences have brought new perspectives for understanding learning. Occupational Therapy is situated within this context, using an occupation-centered approach to analyze barriers and propose interventions. This study aims to describe the clinical reasoning of Occupational Therapy practice in the school context, articulating its principles with inclusion legislation and the foundations of Neurosciences. To this end, a qualitative and descriptive experience report was conducted in a private school with a 7th-grade middle school student diagnosed with Autism Spectrum Disorder (ASD). The Collaborative Consultation model was employed, involving the occupational therapist and the school team, along with the Canadian Occupational Performance Measure (COPM) to identify impaired school occupations, and the SMART model for goal setting. The reasoning process integrated occupational analysis and neuroscientific interpretation of performance to support reasonable accommodations. Thus, the results demonstrate the effectiveness of articulating Occupational Therapy reasoning, inclusion legislation, and Neuroscience knowledge in the development of Reasonable Accommodations. It can be concluded that an interdisciplinary approach was essential to promote the student’s school participation by transforming the environment and activities to meet specific functional needs.

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)0.004
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.047
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0040.001
Scholarly communication0.0010.002
Open science0.0020.001
Research integrity0.0010.005
Insufficient payload (model declined to judge)0.0090.003

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 head0.104
GPT teacher head0.462
Teacher spread0.358 · 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