{"id":"W3212066962","doi":"10.1016/j.amepre.2021.09.008","title":"Diagnoses and Treatment After Depression Screening in Primary Care Among Youth","year":2021,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Mental Health; Canadian Institutes of Health Research","keywords":"Medicine; Depression (economics); Mood; Mental health; Propensity score matching; Psychiatry; Mood disorders; Internal medicine; Anxiety","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000504916,0.0001694591,0.0004507468,0.000823742,0.001267715,0.0009118671,0.0005048573,0.0009054819,0.001604908],"category_scores_gemma":[0.004009134,0.0003154192,0.0005150464,0.0007372343,0.0002252735,0.000508328,0.0005267855,0.001097571,0.0001395376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001736455,"about_ca_system_score_gemma":0.00139417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06794677,"about_ca_topic_score_gemma":0.1338812,"domain_scores_codex":[0.9992291,0.0001858063,0.0000630801,0.00007815157,0.000152983,0.0002908811],"domain_scores_gemma":[0.9982961,0.000325059,0.0005982486,0.00003371359,0.0002054184,0.0005414584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001383185,0.0002300158,0.9955017,0.00001408042,0.00001916702,0.0002209527,0.0002010067,0.00001736133,0.00004796508,0.00001938473,0.0004543454,0.003135653],"study_design_scores_gemma":[0.00001524821,0.00009028111,0.9990094,0.00002126583,0.0000201152,0.0001701918,0.0004578428,0.00008374135,0.00003190892,0.0000146466,0.00008335515,0.000002027802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972487,0.0009019886,0.00002243224,0.0003877702,0.00003698169,0.00002780183,0.0003265545,0.00000554014,0.001042139],"genre_scores_gemma":[0.998985,0.0002834794,0.00003804592,0.0001612976,0.0000225611,0.00001386735,0.0002368975,0.000001003548,0.0002578007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06794677,"threshold_uncertainty_score":0.1351025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389209207376917,"score_gpt":0.2809764756927852,"score_spread":0.267084383619016,"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."}}