{"id":"W2001881838","doi":"10.1097/pec.0b013e31828ed325","title":"Brief Emergency Department Interventions for Youth Who Use Alcohol and Other Drugs","year":2013,"lang":"en","type":"review","venue":"Pediatric Emergency Care","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Emergency department; Psychological intervention; Medical emergency; Alcohol; Emergency medicine; Family medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001108841,0.0007745099,0.001918294,0.0004271808,0.0001719757,0.00002382084,0.0001925019,0.0003506491,0.001909488],"category_scores_gemma":[0.0001165984,0.0005865335,0.002190195,0.0005221856,0.00002408988,0.0001703554,0.00008425671,0.0002422087,0.0001125518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906353,"about_ca_system_score_gemma":0.000145724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007290347,"about_ca_topic_score_gemma":0.00008137098,"domain_scores_codex":[0.9968982,0.00007837818,0.001329486,0.0007858431,0.000340529,0.0005675568],"domain_scores_gemma":[0.9981108,0.00008428079,0.0005396536,0.0006702009,0.0002902118,0.0003048187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005018592,0.0005250784,0.2154376,0.1128416,0.002525397,0.00002425689,0.01138228,1.909075e-7,3.780622e-8,0.0001968868,0.09083516,0.5661814],"study_design_scores_gemma":[0.001572293,0.0002644149,0.0006929056,0.002604011,0.02547313,0.000009167888,0.001623823,7.545615e-7,4.193043e-7,0.0000255775,0.9668974,0.0008361269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003546842,0.9887123,0.00002881462,0.00001309911,0.001752131,0.004541878,0.0007154659,0.0001295917,0.0005599499],"genre_scores_gemma":[0.0001740482,0.9864802,0.0002417898,0.00002441945,0.001343254,0.001650693,0.001487076,0.0001825678,0.008415911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8760622,"threshold_uncertainty_score":0.9996586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1221033390427063,"score_gpt":0.3847864821703929,"score_spread":0.2626831431276865,"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."}}