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Record W4327585321 · doi:10.1037/amp0001150

Guidelines for assessment and intervention with persons with disabilities: An executive summary.

2023· article· en· W4327585321 on OpenAlexaff
Stephanie L. Hanson, Susanne M Bruyère, Anjali J. Forber‐Pratt, Jennifer Reesman, Connie Sung

Bibliographic record

VenueAmerican Psychologist · 2023
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsCentre for Disability Prevention and Rehabilitation
Fundersnot available
KeywordsPsycINFOPsychologyIntervention (counseling)Executive summaryApplied psychologyMEDLINEPsychiatryPolitical science

Abstract

fetched live from OpenAlex

. The revision was requested by the Committee on Disability Issues in Psychology and was approved by the APA Council of Representatives in February 2022. The task force updated and expanded the guidelines' empirical bases; squarely situated the guidelines in a changing sociocultural landscape (reflected in discussions of disability models, biases and barriers, language use, intersectionality, and respectful and fair assessment and intervention); and added many concrete suggestions for conceptualizing disability and working with disabled clients and their support systems. In this executive summary, we include key points from each of the 23 guidelines. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

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)0.027
metaresearch head score (Gemma)0.066
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.030
Threshold uncertainty score0.141

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0270.066
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0070.008
Science and technology studies0.0020.001
Scholarly communication0.0040.004
Open science0.0070.002
Research integrity0.0090.008
Insufficient payload (model declined to judge)0.0300.032

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 head0.355
GPT teacher head0.626
Teacher spread0.272 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreMethods

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

Citations31
Published2023
Admission routes1
Has abstractyes

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