{"id":"W3098881024","doi":"","title":"Family and Youth Mental Health Needs and Outcomes in a Navigation Service: A Retrospective Chart Review.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Mental health; Referral; Multinomial logistic regression; Service (business); Psychology; Medicine; Family medicine; Psychiatry; Medical education; Computer science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008595306,0.000159389,0.0001897346,0.001997879,0.0006665959,0.0004905131,0.0002894941,0.0002448012,0.0009336914],"category_scores_gemma":[0.003430106,0.0003032497,0.0002780145,0.00221666,0.0003282746,0.0004456558,0.0003964361,0.0003238138,0.0001352167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002287669,"about_ca_system_score_gemma":0.002731693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09670781,"about_ca_topic_score_gemma":0.1360228,"domain_scores_codex":[0.9994482,0.0001205091,0.0000940574,0.00005914185,0.000169318,0.0001088029],"domain_scores_gemma":[0.9965526,0.0006558486,0.00169225,0.000114987,0.0006509874,0.0003332827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002788199,0.00002699389,0.9959185,0.00003302755,0.00001018046,0.0004423128,0.0008398754,0.00002206495,0.00006523629,0.00001100125,0.0003474746,0.002255565],"study_design_scores_gemma":[0.000004427612,0.00009477293,0.9958106,0.00004966047,0.00001408155,0.0008465486,0.002339146,0.00006617636,0.0001054165,0.000006443895,0.0006573772,0.00000524896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972501,0.0005154691,0.00008024369,0.00005503914,0.000003701351,0.00009114455,0.00158857,0.000005944465,0.000409673],"genre_scores_gemma":[0.9977152,0.0005772696,0.0001930888,0.00003505266,0.000004658354,0.0000739846,0.001166685,0.000002196165,0.0002318403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09670781,"threshold_uncertainty_score":0.1922898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03972307351386255,"score_gpt":0.2960772853368691,"score_spread":0.2563542118230066,"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."}}