{"id":"W4320710378","doi":"10.2196/43062","title":"A Digital Single-Session Intervention Platform for Youth Mental Health: Cultural Adaptation, Evaluation, and Dissemination","year":2023,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health; National Science Foundation","keywords":"Mental health; Psychological intervention; General partnership; Empowerment; Focus group; Psychology; Medicine; Medical education; Nursing; Psychiatry; Political science; Sociology","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":[0.01972233,0.0007400816,0.0006572611,0.001143262,0.001438959,0.001541155,0.001491255,0.0007855073,0.007447841],"category_scores_gemma":[0.02218688,0.0004744799,0.001642731,0.0007965067,0.0009453677,0.001632048,0.005047767,0.001262874,0.0005825104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001759147,"about_ca_system_score_gemma":0.0098416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002934787,"about_ca_topic_score_gemma":0.004932136,"domain_scores_codex":[0.9921183,0.005458136,0.0005468032,0.0003696907,0.0009282402,0.0005788401],"domain_scores_gemma":[0.992516,0.003554605,0.0007344176,0.0008156154,0.0009557337,0.001423685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008461843,0.05730892,0.01971198,0.006762339,0.0004464216,0.0003118337,0.01048009,0.001400729,0.002863423,0.001182159,0.008494902,0.8825753],"study_design_scores_gemma":[0.1389018,0.2636494,0.4113177,0.02148482,0.004492417,0.0007755764,0.03542053,0.01464225,0.01756177,0.005309981,0.08593432,0.000509416],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.880855,0.0006544203,0.007281042,0.001395604,0.0002243433,0.09945244,0.001430645,0.0005673231,0.008139113],"genre_scores_gemma":[0.7318863,0.002008017,0.09905335,0.0006700648,0.0001276329,0.162651,0.001235388,0.00007916655,0.002289171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01972233,"threshold_uncertainty_score":0.1043029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1244276488308852,"score_gpt":0.4777958679498384,"score_spread":0.3533682191189532,"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."}}