{"id":"W2808112974","doi":"10.1017/cem.2018.390","title":"Screening, brief intervention, and referral to treatment for adolescent alcohol use in Canadian pediatric emergency departments: a national survey of pediatric emergency physicians","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Alberta","funders":"","keywords":"Medicine; Referral; Brief intervention; Pediatric emergency medicine; Medical emergency; Intervention (counseling); Family medicine; Emergency department; Emergency medicine; Emergency physician; Psychiatry","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":[0.001111682,0.0003884831,0.0005150771,0.001445644,0.002352122,0.001216342,0.002253035,0.001262484,0.002407476],"category_scores_gemma":[0.007126285,0.0008064006,0.0007132581,0.003388635,0.0007485424,0.0008264837,0.001400356,0.001723445,0.0002090136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01767427,"about_ca_system_score_gemma":0.03014135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9644559,"about_ca_topic_score_gemma":0.9829072,"domain_scores_codex":[0.9974008,0.000216037,0.0002305047,0.0002432848,0.0009552193,0.0009541368],"domain_scores_gemma":[0.9950216,0.0004281365,0.001695514,0.0001065909,0.001470097,0.001278081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002212528,0.00005996045,0.9969808,0.00002770316,0.00003074783,0.00004901948,0.0004734287,0.00003921143,0.00003419126,0.00003033966,0.0009313665,0.001320942],"study_design_scores_gemma":[0.000003117349,0.00001168367,0.998114,0.00003558742,0.00001049312,0.00004196135,0.001386142,0.00006729228,0.00001261897,0.000006097237,0.0003054289,0.000005656701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910657,0.001005194,0.00007945024,0.001401516,0.00002873518,0.0001187832,0.003009582,0.00001014794,0.003280985],"genre_scores_gemma":[0.9965233,0.0009109258,0.0002414233,0.0005219087,0.00001638771,0.00004871314,0.001386887,0.000005298522,0.0003452562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0355441,"threshold_uncertainty_score":0.1282364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2053600735712361,"score_gpt":0.3986784098366188,"score_spread":0.1933183362653827,"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."}}