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Record W4413435732 · doi:10.1186/s13023-025-03948-1

Psychometric evaluation of novel hyperphagia questionnaires in a real-world setting for patients with a rare MC4R pathway disease

2025· article· en· W4413435732 on OpenAlexaff
Jeremy Pomeroy, Usha G. Mallya, Min Yang, Caroline Huber, Alexandra Greatsinger, Ella Hagopian, Andrea M. Haqq

Bibliographic record

VenueOrphanet Journal of Rare Diseases · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicGenetic and Kidney Cyst Diseases
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsDiseaseMedicineHuman geneticsInternal medicineBiologyGenetics

Abstract

fetched live from OpenAlex

BACKGROUND: There are no validated measures to assess hyperphagia associated with rare MC4R pathway diseases, such as Bardet-Biedl Syndrome (BBS). Symptoms of Hyperphagia© (SoH) and Impacts of Hyperphagia© (IoH) are novel questionnaires designed to assess signs and symptoms of hyperphagia and their impacts on patients and caregivers. We evaluated the psychometric performance of the caregiver-versions of the SoH: Caregiver (Observer-reported) and IoH: Caregiver (Observer-reported and Self-reported subscales). RESULTS: Reliability and validity were evaluated using data from a multi-country cross-sectional survey of adult caregivers of patients with BBS experiencing hyperphagia and obesity. Other instruments included were Impact of Weight on Quality of Life (IWQOL)-Kids (Parent Proxy), PROMIS Scale Global Health of Caregiver, Revised Impact on Family Scale (RIOFS), and Work Productivity and Activity Impairment. 242 eligible caregivers completed the survey. Exploratory factor analysis identified 1 factor per subscale. Strong internal consistency was observed for IoH: Caregiver (Observer) (Cronbach's a = 0.66) and IoH: Caregiver (Self) (a = 0.72) and moderate for SoH: Caregiver (Observer) (a = 0.40). Moderate-to-strong correlations were observed with school days missed and all domains of IWQOL-Kids except Physical Comfort (range = 0.315-0.573, p's < 0.001). Known-groups indicated significantly worse SoH: Caregiver subscores for patients using appetite suppressants or implementing more weight management approaches (6-10 vs. ≤5 or > 10). Caregivers reporting greater strain on RIOFS items and worse mental health had worse IoH subscores. CONCLUSIONS: The SoH: Caregiver and IoH: Caregiver demonstrated preliminary validity, reliability, and consistency in a real-world setting. Research is underway to further validate these measures for use in clinical trials for BBS and other MC4R pathway-related diseases associated with obesity.

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)0.013
metaresearch head score (Gemma)0.028
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 score0.013
Threshold uncertainty score0.067

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0130.028
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
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 head0.013
GPT teacher head0.287
Teacher spread0.274 · 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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