{"id":"W4379159884","doi":"10.2196/preprints.49099","title":"Implementation of an Electronic Mental Health Platform for Youth and Young Adults in a School Context Across Alberta, Canada: Thematic Analysis of the Perspectives of Stakeholders (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Alberta Health; University of Calgary; Alberta Health Services","funders":"","keywords":"Mental health; Thematic analysis; Context (archaeology); Focus group; Psychology; Stakeholder; Medical education; Qualitative research; Medicine; Psychiatry; Public relations; Political science; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01324438,0.0004922497,0.0005778827,0.002443975,0.01361296,0.005296649,0.002170116,0.001219355,0.001736852],"category_scores_gemma":[0.01189255,0.000400701,0.0004634197,0.004631127,0.005787329,0.001940788,0.004913112,0.001558378,0.00009665089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07599686,"about_ca_system_score_gemma":0.1402157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8773083,"about_ca_topic_score_gemma":0.9107847,"domain_scores_codex":[0.9950734,0.001858659,0.000263326,0.0004066976,0.001011429,0.001386522],"domain_scores_gemma":[0.9900306,0.005133963,0.0007490252,0.0002188082,0.00253222,0.001335192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002696081,0.0000225758,0.009818227,0.0002924898,0.000006767195,0.0005111722,0.9779876,0.00004819654,0.0004787931,0.001195231,0.0009523265,0.008659607],"study_design_scores_gemma":[0.000002210687,0.00001201688,0.009633541,0.0003287867,0.000007258042,0.00003505242,0.9830519,0.00004778321,0.0001169198,0.00007582509,0.006682275,0.000006358949],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983621,0.001261627,0.001176625,0.003753354,0.00008672844,0.0007357452,0.000459386,0.0000165932,0.008888995],"genre_scores_gemma":[0.9906446,0.001623004,0.00228021,0.00096955,0.00001780556,0.0005034216,0.000302589,0.00002220598,0.003636579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1226917,"threshold_uncertainty_score":0.5513984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.068878759212264,"score_gpt":0.4036559181861343,"score_spread":0.3347771589738703,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}