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Record W4310794402 · doi:10.1016/j.pecinn.2022.100115

Development of a storytelling communication facilitation tool (SCFT) to facilitate discussion of complex genetic diagnoses between parents and their children: A pilot study using 22q11.2 deletion syndrome as a model condition

2022· article· en· W4310794402 on OpenAlexafffund
Simina Bogatan, Andrea Shugar, Syed Wasim, Susan Ball, Cathryn Schmidt, David Chitayat, Cheryl Shuman, Cheryl Cytrynbaum

Bibliographic record

VenuePEC Innovation · 2022
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsSickKids FoundationMount Sinai HospitalUniversity Health NetworkHospital for Sick ChildrenUniversity of Toronto
FundersUniversity of TorontoEngelberg FoundationNational Society of Genetic Counselors
KeywordsFacilitationStorytellingPsychologyAffect (linguistics)UsabilityDevelopmental psychologyLikert scaleComputer scienceCommunicationHuman–computer interactionLinguisticsNarrative

Abstract

fetched live from OpenAlex

To develop and evaluate a storytelling communication facilitation tool designed to help parents overcome barriers to discussing a complex multisystem genetic diagnosis with their affected children, using 22q11.2 deletion syndrome (22q11DS) as an exemplar condition. A story telling communication facilitation tool (SCFT), entitled 22q and Me, was developed for a target audience of children with 22q11DS aged 9 to 12. The SCFT was evaluated by 14 parents to assess usability and utility by comparing responses to survey questions before and after viewing the SCFT, using a Likert scale. After viewing 22q and Me, parents reported that barriers to discussion were mitigated. Participants indicated they felt more comfortable and better prepared to talk to their children about 22q11DS and worried less that the diagnosis would affect their children’s self-esteem. Parents described 22q and Me as engaging and able to address parental concerns. 22q and Me was found to be an effective tool for increasing parental comfort and ability to talk to their children about their diagnosis of 22q11DS. This novel storytelling communication facilitation tool can serve as a model for the development of other educational tools geared at facilitating disclosure and discussion of other genetic conditions.

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)0.007
metaresearch head score (Gemma)0.016
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.038

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.016
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.226
GPT teacher head0.383
Teacher spread0.156 · 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".

Quick stats

Citations2
Published2022
Admission routes2
Has abstractyes

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