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Record W2264314631 · doi:10.1111/eip.12317

Seeking mental health information and support online: experiences and perspectives of young people receiving treatment for first‐episode psychosis

2016· article· en· W2264314631 on OpenAlexaff
Shalini Lal, Valentin Nguyen, Joanie Thériault

Bibliographic record

VenueEarly Intervention in Psychiatry · 2016
Typearticle
Languageen
FieldPsychology
TopicDigital Mental Health Interventions
Canadian institutionsUniversité de MontréalCentre for Interdisciplinary Research in RehabilitationCentre Hospitalier de l’Université de MontréalDouglas Mental Health University Institute
Fundersnot available
KeywordsMental healthThematic analysisPsychological interventionPsychologyContext (archaeology)Focus groupInformation seeking behaviorMental health literacyIntervention (counseling)Information needsMental illnessQualitative researchApplied psychologyMedical educationPsychiatryMedicineThe InternetWorld Wide WebComputer scienceSociology

Abstract

fetched live from OpenAlex

AIM: Limited knowledge exists on youth mental health service users' experiences and perspectives of seeking mental health information, services and support online. Such information is important for developing online resources that are tailored to the needs of youth with different types of mental health concerns. The purpose of this study was to better understand the experiences and perspectives of young people receiving treatment for first-episode psychosis (FEP) on using web-based and mobile technologies for accessing mental health information, services and support. METHODS: A qualitative approach using focus group methods was used. Seventeen participants between the ages of 21 and 35 were recruited from a specialized early intervention program for psychosis. A thematic analysis was conducted. RESULTS: The results are organized under three related themes: striving towards a better understanding of the illness and treatment; encountering multiple issues with accessing information online; and valuing online mental health information and support. The majority of participants described online activities related to information and support, rather than specific types of mental health services or interventions. CONCLUSIONS: Youth receiving treatment for FEP value accessing mental health information and support online; however, they encounter several challenges in this regard. The findings can inform the development of online resources and strategies that meet the needs of service users. This study also highlights the importance for mental healthcare professionals to address the topic of online mental health information and support seeking within the context of providing services to young people.

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)0.002
metaresearch head score (Gemma)0.004
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0060.003
Scholarly communication0.0040.003
Open science0.0010.005
Research integrity0.0010.002
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 head0.022
GPT teacher head0.360
Teacher spread0.338 · 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

Citations82
Published2016
Admission routes1
Has abstractyes

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