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Record W4288384112 · doi:10.1037/rep0000449

Survey of internship training in rehabilitation psychology: 2019.

2022· article· en· W4288384112 on OpenAlexaboutno aff
Philip J Uy, Meredith Williamson, Caitlyn Arutiunov, Jaclyn Klepper, Lakeya McGill, Jason Boothe, Michelle C. Accardi-Ravid, Kirk J. Stucky, William Stiers

Bibliographic record

VenueRehabilitation Psychology · 2022
Typearticle
Languageen
FieldPsychology
TopicCounseling Practices and Supervision
Canadian institutionsnot available
Fundersnot available
KeywordsInternshipRehabilitationPsycINFORehabilitation counselingVeterans AffairsPsychologyCertificationMedical educationMedicineMEDLINEPhysical therapyPolitical science

Abstract

fetched live from OpenAlex

PURPOSE/OBJECTIVE: The purpose of this study was to obtain information about psychology internship training programs involving work with individuals with disabilities receiving rehabilitation services in the United States and Canada. RESEARCH METHOD/DESIGN: The Association of Psychology Postdoctoral and Internship Centers (APPIC) directory was used to identify 426 training programs that listed supervised experience in rehabilitation psychology, and these programs were sent a survey assessing characteristics of their internship. There were 227 program directors who responded (53%), and 114 of them reported that their internship involved working with disabled persons receiving rehabilitation services. RESULTS: The majority of training programs were at a hospital or subacute rehabilitation facility (Veteran Affairs and non-Veteran Affairs), and 41% of the programs were housed within an independent psychology department. Sixteen programs (15%) had faculty who were board certified by the American Board of Rehabilitation Psychology (ABRP). CONCLUSIONS/IMPLICATIONS: Interns were exposed to a broad range of conditions, such as brain injuries, orthopedic, and spinal cord injuries, as well as comorbid psychiatric and substance use disorders. Interns were also provided various levels of training in ABRP competencies across programs. Opportunities to improve training with rehabilitation populations at the internship level include increasing didactics related to rehabilitation psychology and increasing opportunities to work with ABRP faculty. (PsycInfo Database Record (c) 2022 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)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.050
Threshold uncertainty score0.100

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0070.003

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 head0.086
GPT teacher head0.433
Teacher spread0.347 · 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 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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