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Record W2025420895 · doi:10.1080/00926230802716336

Psychologists' Continuing Education and Training in Sexuality

2009· article· en· W2025420895 on OpenAlexaff
Sarah Miller, E. Sandra Byers

Bibliographic record

VenueJournal of Sex & Marital Therapy · 2009
Typearticle
Languageen
FieldPsychology
TopicLGBTQ Health, Identity, and Policy
Canadian institutionsUniversity of New Brunswick
Fundersnot available
KeywordsContinuing educationHuman sexualityPsychologyIntervention (counseling)Sex educationObservational studyMedical educationSexuality educationAsk priceSexual behaviorTraining (meteorology)Clinical psychologyMedicinePsychiatryGender studiesSociology

Abstract

fetched live from OpenAlex

The current study explored whether psychologists are receiving continuing education that may assist them in providing intervention to clients with sexual issues. One hundred and five clinical and counseling psychologists completed an Internet survey. Results suggest that observational opportunities are underutilized and that more training related to sexual problems, as opposed to healthy sexuality, appears to be occurring. Participants with more continuing education were more likely to directly ask about and treat clients' sexual concerns/problems. Nonetheless, in general, participants appeared reluctant to directly ask about and treat sexual issues. The implications of these results for designing continuing education programs are discussed.

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 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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.899
Threshold uncertainty score0.396

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.054
GPT teacher head0.426
Teacher spread0.372 · 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 teacher head, 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

Citations59
Published2009
Admission routes1
Has abstractyes

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