{"id":"W4213363710","doi":"10.1192/j.eurpsy.2021.928","title":"Mental health mobile apps for patients: Psychiatrists’ concerns","year":2021,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Snowball sampling; Feeling; Mental health; Mental illness; Mobile apps; Psychology; Exploratory research; Qualitative research; Psychiatry; Medicine; Social psychology; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.006332092,0.0002759831,0.000334697,0.0005404822,0.0052031,0.004344977,0.000585699,0.002314101,0.005679201],"category_scores_gemma":[0.02473529,0.00038207,0.0005392375,0.0006783408,0.002838185,0.0028179,0.00340107,0.003113207,0.0009589402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002429244,"about_ca_system_score_gemma":0.004037439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004861992,"about_ca_topic_score_gemma":0.00746832,"domain_scores_codex":[0.9916247,0.00493253,0.0004925063,0.0003652794,0.001715423,0.0008695819],"domain_scores_gemma":[0.9774506,0.01327951,0.003918097,0.0004728472,0.002393735,0.00248518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003141689,0.000270344,0.1155222,0.002769468,0.0001630953,0.01112182,0.6434701,0.0002290339,0.004832503,0.004651485,0.07022519,0.1464307],"study_design_scores_gemma":[0.0000679774,0.0003229361,0.04815893,0.002394384,0.0001437589,0.01815619,0.7804866,0.0004559026,0.0009042639,0.001938901,0.146829,0.0001411576],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7867351,0.0123188,0.002778859,0.1627924,0.001207285,0.0001746592,0.0002605575,0.0001518604,0.03358056],"genre_scores_gemma":[0.9678169,0.005313343,0.00126893,0.02245944,0.0003662363,0.0001184399,0.00007404447,0.0000328363,0.002549975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006332092,"threshold_uncertainty_score":0.03348768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285027548077249,"score_gpt":0.370291564954311,"score_spread":0.3474412894735385,"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."}}