{"id":"W4387850420","doi":"10.2196/48991","title":"Self-Guided Mental Health Apps Targeting Racial and Ethnic Minority Groups: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; PsycINFO; MEDLINE; Medicine; Gerontology; Sociology; Political science; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00963864,0.001288977,0.004025454,0.008945396,0.001078165,0.003509253,0.00216992,0.003054116,0.006050225],"category_scores_gemma":[0.0492483,0.0008916992,0.004667745,0.00772949,0.0009263689,0.002635058,0.002382063,0.001526159,0.0007024013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002585079,"about_ca_system_score_gemma":0.01489905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00631487,"about_ca_topic_score_gemma":0.01476312,"domain_scores_codex":[0.9938625,0.002462629,0.001826117,0.0003335026,0.001290433,0.0002247847],"domain_scores_gemma":[0.9631235,0.02974397,0.003696935,0.0004819371,0.00264253,0.000311061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001131348,0.00007251199,0.0004836782,0.8188056,0.001462288,0.00009457626,0.0008917894,0.0001023635,0.000176493,0.0005847932,0.003668181,0.1735445],"study_design_scores_gemma":[0.00004136335,0.00008568799,0.0009202396,0.9690592,0.004776164,0.0001334623,0.0004247401,0.00004755434,0.00009480455,0.0002035828,0.02420083,0.00001235053],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009194834,0.99639,0.000226205,0.0005204161,0.0001882658,0.0005108544,0.0001320164,0.0000118728,0.001100848],"genre_scores_gemma":[0.005131065,0.9926125,0.0005951892,0.0005102754,0.00007790613,0.0008268176,0.00009551559,0.000004594018,0.0001461575],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00963864,"threshold_uncertainty_score":0.05097461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08568026176234597,"score_gpt":0.4899768283165302,"score_spread":0.4042965665541842,"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."}}