{"id":"W2980209889","doi":"10.1016/j.jaac.2019.07.787","title":"THINKING OUTSIDE THE BOX: BROADENING PERSPECTIVES TO IMPROVE RESEARCH, DIAGNOSIS, AND TREATMENT OF YOUTH WITH MENTAL ILLNESS","year":2019,"lang":"en","type":"article","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Mental illness; Mental health service; Psychiatry; Service delivery framework; Service (business); Psychology; Child and adolescent psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0869925,0.0009391078,0.002294348,0.003317004,0.0142697,0.01996202,0.004014384,0.01361965,0.006166037],"category_scores_gemma":[0.1094836,0.0009535094,0.001687083,0.001947316,0.03004337,0.0348679,0.01810228,0.04072494,0.0007820182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01075947,"about_ca_system_score_gemma":0.06611184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01662487,"about_ca_topic_score_gemma":0.04362463,"domain_scores_codex":[0.9550063,0.03428053,0.002292714,0.001856707,0.00384455,0.002719157],"domain_scores_gemma":[0.8404989,0.1095341,0.005158039,0.003641173,0.01864757,0.02252021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004668807,0.001117631,0.02115014,0.003515987,0.0004090979,0.001271624,0.09619834,0.0005841454,0.0008038958,0.1678821,0.3784232,0.3281769],"study_design_scores_gemma":[0.0003646382,0.0004256434,0.007866595,0.02445392,0.0005979045,0.001084541,0.2127594,0.000879775,0.0007589221,0.3176488,0.4328807,0.0002790258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002450995,0.01840959,0.001374678,0.9703507,0.005076572,0.00001583465,0.0000256194,0.00001820713,0.002277898],"genre_scores_gemma":[0.1697189,0.08158241,0.01348996,0.7041895,0.02809695,0.0002613765,0.000126118,0.0001258951,0.00240895],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0869925,"threshold_uncertainty_score":0.4600658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04217250814611137,"score_gpt":0.4037793336765684,"score_spread":0.361606825530457,"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."}}