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Record W4392795438 · doi:10.21203/rs.3.rs-4079890/v1

Parental experiences in the use of fluoxetine for management of ‘disruptive behaviours’ in children and youth with autism and pathological demand avoidance – a mixed methods exploratory study (Fluoxetine study)

2024· preprint· en· W4392795438 on OpenAlexaff
Rebecca Lim, Johnny Yip, Anamaria Richardson

Bibliographic record

VenueResearch Square · 2024
Typepreprint
Languageen
FieldNeuroscience
TopicAutism Spectrum Disorder Research
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsFluoxetineAutismExploratory researchPsychologyPathologicalDevelopmental psychologyClinical psychologyMedicineSociologyInternal medicine

Abstract

fetched live from OpenAlex

Abstract Background Pathological demand avoidance (PDA) is a relatively new profile described in autism spectrum disorder (ASD), characterised by an extreme resistance to everyday demands and social interactions and may present as aggressive, destructive behaviours. This study aims to explore (through use of parental recall) the utility of fluoxetine in managing disruptive behaviours attributed to PDA. Methods Mixed-methods study incorporating surveys and semi-structured interviews with caregivers. Results Extreme Demand Avoidance 8-item measure (EDA-8) survey results showed a significant decrease in most behaviours attributed to PDA, including a decrease in frequency of the child obsessively resisting and avoiding ordinary demands and requests and having difficulties complying with demands unless they were carefully presented. The majority of participants in this study indicated that their child had either a co-occurring diagnosis of an anxiety disorder or that their child experienced anxiety. After initiating fluoxetine, parents noted improvement in their child’s behaviours and consequently improvement in their family’s quality of life. Conclusion Fluoxetine shows promise as an effective treatment in improving disruptive behaviours in children with PDA. Given the high prevalence of anxiety in children with PDA, we propose that the disruptive behaviours of PDA are secondary to an embodied experience of anxiety in children with autism.

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)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.168
GPT teacher head0.447
Teacher spread0.279 · 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 designQualitative
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

Citations1
Published2024
Admission routes1
Has abstractyes

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