{"id":"W2055732340","doi":"10.1093/alcalc/agu053.65","title":"OR14-1 * PATTERNS AND TRANSITIONS IN SUBSTANCE USE AMONG YOUNG SWISS MEN","year":2014,"lang":"en","type":"article","venue":"Alcohol and Alcoholism","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Heroin; Cannabis; Drug; Medicine; Psychiatry; Pharmacology","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":[0.0001500019,0.0002241582,0.0003733069,0.000150856,0.0001026632,0.00005057941,0.00004826038,0.000102159,0.0000416551],"category_scores_gemma":[0.00002917939,0.0001830828,0.00006042885,0.0001622037,0.0001201702,0.0003310805,0.00001361321,0.0001628085,0.000007286577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003011967,"about_ca_system_score_gemma":0.00001175405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004244725,"about_ca_topic_score_gemma":0.002740621,"domain_scores_codex":[0.9988434,0.00004364152,0.0002435915,0.0003680595,0.0001676734,0.0003335889],"domain_scores_gemma":[0.9993598,0.00009650025,0.00004820924,0.000245371,0.00003021077,0.0002199077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005849869,0.0000633998,0.9925871,0.00002193312,0.00004870869,0.00008459634,0.003995439,0.000001279507,0.0004766092,0.0007120613,0.0001769802,0.001773322],"study_design_scores_gemma":[0.004860807,0.00005745157,0.992577,0.0001624853,0.0001261125,0.0000712718,0.0006659368,0.0002456571,0.0004078658,0.0003873029,0.0002297156,0.0002084223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965236,0.0004854081,0.00008195219,0.001100807,0.00007620093,0.0003383876,0.000007935543,0.000070327,0.001315391],"genre_scores_gemma":[0.9973965,0.0006377434,0.0001732355,0.0005842583,0.00009510749,0.00004196005,0.00003904038,0.00002728564,0.001004908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004802309,"threshold_uncertainty_score":0.7465901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02858059076126116,"score_gpt":0.2660074291118308,"score_spread":0.2374268383505697,"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."}}