{"id":"W4377007654","doi":"10.2196/44951","title":"Understanding Mobile Health and Youth Mental Health: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Providence Health Care; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"mHealth; PsycINFO; Mental health; Psychological intervention; MEDLINE; Medicine; Telemedicine; Health care; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0106808,0.001329166,0.004151809,0.02080265,0.001346392,0.006074686,0.002114506,0.004107994,0.006076612],"category_scores_gemma":[0.05840869,0.001272491,0.003835877,0.02024069,0.001679843,0.005017549,0.003611144,0.002086804,0.00067299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004675772,"about_ca_system_score_gemma":0.02274459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01121615,"about_ca_topic_score_gemma":0.02036777,"domain_scores_codex":[0.9940313,0.00216938,0.002029041,0.0004145282,0.001093739,0.0002619955],"domain_scores_gemma":[0.9573876,0.03515093,0.003848003,0.0004342201,0.002792543,0.0003867219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000784126,0.00004408375,0.0008615846,0.7540293,0.001564332,0.0002305653,0.001703122,0.0002584194,0.0001317049,0.002419262,0.006674211,0.2320051],"study_design_scores_gemma":[0.00001348973,0.000032809,0.0009309874,0.9616057,0.002351904,0.0001611901,0.0006441327,0.00005683128,0.00004355183,0.0005787281,0.03356829,0.00001224878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003567226,0.9974425,0.0001853344,0.0006817509,0.0001552668,0.0001903687,0.0001245715,0.000005394657,0.0008581483],"genre_scores_gemma":[0.002893431,0.9958397,0.0003382145,0.0003314043,0.00008199384,0.0003224837,0.00009605955,0.000002462903,0.00009431395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02080265,"threshold_uncertainty_score":0.05648613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3522180060937046,"score_gpt":0.5199817676741812,"score_spread":0.1677637615804767,"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."}}