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Attitudes of Research Ethics Committee Members Toward Individuals with Intellectual Disabilities: The Need for More Research

2006· article· en· W1977740537 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal of Policy and Practice in Intellectual Disabilities · 2006
Typearticle
Languageen
FieldPsychology
TopicHealthcare Decision-Making and Restraints
Canadian institutionsQueen's UniversityChronic Disease Prevention Alliance of Canada
Fundersnot available
KeywordsResearch ethicsEthics committeeAffect (linguistics)Drug trialMedical researchEngineering ethicsPsychologyEthical issuesPublic relationsPolitical scienceClinical trialMedicinePsychiatryPublic administration

Abstract

fetched live from OpenAlex

Abstract Select research areas affecting individuals with intellectual disabilities (ID) are understudied, resulting in their often being routinely excluded from drug trials and other medically based research. Many factors contributing to this exclusion have been identified, but little has been written about the effects of research ethics committees on inhibiting ID research. By exploring the role of ethics committees in research, and reviewing the ethical guidelines and other factors that direct their decisions, this article argues that committee members’ attitudes toward ID often affect their response to proposals involving this group of individuals. The authors note that in many countries, research ethics guidelines provide little direction on how to weigh conflicting ethical duties toward vulnerable individuals. As a result, committee members often adopt unsystematic approaches toward ethical dilemmas, creating an environment where their attitudes can have a disproportionate effect on their decisions. The authors suggest that the attitudes of research ethics committee members toward individuals with ID must be studied in further detail if we are to understand and address the exclusion of individuals with ID from medical research.

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)0.030
metaresearch head score (Gemma)0.618
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies, Research integrity
Consensus categoriesMetaresearch
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.690
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0300.618
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.007
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.004
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 head0.346
GPT teacher head0.572
Teacher spread0.225 · 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