{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003745226,0.0002246095,0.0001500297,0.0008516439,0.0004111679,0.0006284036,0.0002526404,0.0003225161,0.007042053],"category_scores_gemma":[0.0009571498,0.0001487543,0.0005369438,0.000935159,0.0001905624,0.0002476115,0.0003706259,0.0002496164,0.001001703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005419016,"about_ca_system_score_gemma":0.0006779924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08339116,"about_ca_topic_score_gemma":0.07706104,"domain_scores_codex":[0.999749,0.00004446888,0.00001438208,0.00007259308,0.00004034922,0.00007912451],"domain_scores_gemma":[0.9993948,0.00009254408,0.0002519796,0.00004207341,0.00009623053,0.0001223918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001042002,0.00001700342,0.9967709,0.00001660041,0.00002620056,0.00006436323,0.0001812859,0.00007265991,0.0002922556,0.00005104663,0.0003452402,0.002058216],"study_design_scores_gemma":[0.000002889338,0.0000339221,0.9991891,0.000007645788,0.000008384612,0.00003778183,0.0001615755,0.000159049,0.00004822095,0.00002273835,0.0003265387,0.00000239186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937496,0.0001998146,0.000138733,0.00006891172,0.000009714002,0.00001231155,0.004856612,0.00001473329,0.0009494916],"genre_scores_gemma":[0.9945449,0.00008609333,0.0001142581,0.00001516484,0.000008724472,0.00001985981,0.003874523,0.0000052317,0.001331129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08339116,"threshold_uncertainty_score":0.1658115,"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."}}