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Relationship between sexual issues, gender identity, and autism spectrum disorder: A review

2024· review· en· W4401344426 on OpenAlexaff
Klaudia Włodarczyk, Maria Myślicka, Milena Orzeł, Bartłomiej Orzeł, Anna Józefiak, Magdalena Szczepanik, Gabriela Mazurek, Dominika Kropidłowska, Przemysław Hałasiński, Jolanta Mazurek, Kinga Piela, Cezary Bochyński

Bibliographic record

VenueMedical Science · 2024
Typereview
Languageen
FieldNeuroscience
TopicAutism Spectrum Disorder Research
Canadian institutionsHealth Care Foundation
Fundersnot available
KeywordsTransgenderAutism spectrum disorderPsychologyGender Identity DisorderGender dysphoriaGender identityTerminologyGender psychologyIdentity (music)Sexual identityDevelopmental psychologyAutismHuman sexualitySocial psychologyGender studiesSociology

Abstract

fetched live from OpenAlex

Introduction: An individual's innate sense of their gender is known as gender identity.If someone identifies with the gender they were born with, that person is referred to as "Cisgender".Non-binary, transgender and fluid are terminology used by those who do not identify with a pre-defined gender.In a manner analogous to the use of the term "neurodiverse" to describe variations in cognitive styles researchers often employ the term "gender diverse" to encompass a spectrum of gender identities.Similar to autism, gender is a spectrum disorder.The aim: This study aims to investigate the relationship between sexual issues, gender identity, and autism spectrum disorder.Results and discussion: People with Autism Spectrum Disorder may have sexual difficulties more frequently than others, yet recognizing and addressing these issues can be difficult because of communication challenges.Understanding and expressing their gender identity might be especially difficult for transgender individuals.Conclusions:People with ASD frequently experience sexual problems as a result of variations in their sensory processing as well as difficulties with social and communication skills.

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)0.002
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: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.004
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.004
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.233
GPT teacher head0.481
Teacher spread0.248 · 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
GenreReview

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
Published2024
Admission routes1
Has abstractyes

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