{"id":"W3013863813","doi":"10.1111/josh.12890","title":"Student Experience of School Screening, Brief Intervention, and Referral to Treatment","year":2020,"lang":"en","type":"article","venue":"Journal of School Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"Conrad N. Hilton Foundation","keywords":"Brief intervention; Medicine; Family medicine; Referral; Intervention (counseling); Substance abuse; Substance use; Guideline; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002211769,0.0001378601,0.0005556329,0.0001222371,0.00005221122,0.00001746796,0.00008702329,0.00003265403,0.0002234292],"category_scores_gemma":[0.0001518954,0.00009596835,0.0001556132,0.0001811222,0.00002719642,0.000171035,0.00002539787,0.0001581722,0.00001042384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002682648,"about_ca_system_score_gemma":0.0002469812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006212776,"about_ca_topic_score_gemma":0.00002996725,"domain_scores_codex":[0.9984775,0.00005421839,0.0007401066,0.0001519278,0.0003810291,0.0001952715],"domain_scores_gemma":[0.9982368,0.00002793339,0.0004101686,0.0001335891,0.0001620396,0.001029499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001312,0.0002900951,0.9637942,0.00006638613,0.0002185338,0.00008706676,0.01148857,0.000007683213,0.0002882332,0.000031362,0.003259882,0.01915596],"study_design_scores_gemma":[0.008335074,0.009431745,0.9648058,0.0007047257,0.00009607324,0.0001247641,0.01208532,0.00000892337,0.001093919,0.000008550861,0.003214242,0.00009086091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848484,0.003198187,0.0003803619,0.01104747,0.00009709482,0.0003297611,0.000001560402,0.0000120359,0.00008507495],"genre_scores_gemma":[0.9912692,0.001076196,0.004037347,0.003057341,0.0002451894,0.000005829171,0.000001560757,0.00001282078,0.0002945304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0190651,"threshold_uncertainty_score":0.3913476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.112921783853167,"score_gpt":0.4182966238546954,"score_spread":0.3053748400015284,"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."}}