{"id":"W4297820559","doi":"10.2196/40726","title":"Understanding Mental Health Apps for Youth: Focus Group Study With Latinx Youth","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"One Mind","keywords":"Session (web analytics); Focus group; Mental health; Psychology; Mindfulness; Medical education; Applied psychology; Clinical psychology; Medicine; Psychotherapist; Computer science; World Wide Web; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002931561,0.0001844616,0.0002822864,0.0005066321,0.002060917,0.000105196,0.000411707,0.00003282782,0.0004439676],"category_scores_gemma":[0.0000127629,0.0001638588,0.0001042831,0.0008532482,0.000173442,0.0003557504,0.0004319823,0.0007303754,0.0000922851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002273344,"about_ca_system_score_gemma":0.0001184112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000509392,"about_ca_topic_score_gemma":0.0003680533,"domain_scores_codex":[0.995831,0.001011031,0.0005588086,0.0004213109,0.001099513,0.001078318],"domain_scores_gemma":[0.9988439,0.0002460339,0.0001975889,0.0003693775,0.0000813693,0.0002617431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004719091,0.01206697,0.002666527,0.0002495839,0.0004110399,0.00001420597,0.8396201,0.000005907445,0.000001454751,0.09647455,0.02989497,0.01387562],"study_design_scores_gemma":[0.00448866,0.03830051,0.001676102,0.0001007587,0.000006943894,0.00001473885,0.9496015,0.00005877666,0.000004762416,0.004118314,0.001427011,0.0002019623],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8932028,0.0003432136,0.005784491,0.005359701,0.001880263,0.01989352,0.009019838,0.0003046215,0.06421151],"genre_scores_gemma":[0.9951259,8.371274e-7,0.00005455505,0.00008408695,0.00003756989,0.003115904,0.0004347142,0.00005122036,0.00109523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1099814,"threshold_uncertainty_score":0.9992383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3899751447157646,"score_gpt":0.5205364714151589,"score_spread":0.1305613266993943,"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."}}