{"id":"W3039133946","doi":"10.1111/add.15177","title":"Cannabis use disorder trajectories and their prospective predictors in a large population‐based sample of young Swiss men","year":2020,"lang":"en","type":"article","venue":"Addiction","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Plan Nacional sobre Drogas; National Science Foundation; Ministerio de Economía y Competitividad; Generalitat de Catalunya; Instituto de Salud Carlos III; Ministerio de Sanidad, Servicios Sociales e Igualdad; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Odds ratio; Confidence interval; Population; Antisocial personality disorder; Cannabis; Psychology; Prospective cohort study; Borderline personality disorder; Depression (economics); Cohort; Medicine; Poison control; Psychiatry; Demography; Injury prevention; Internal medicine","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":[0.000288368,0.0002885635,0.0001793779,0.0007605412,0.0006082907,0.0004829942,0.0001557346,0.0002962199,0.001444074],"category_scores_gemma":[0.0006790115,0.0002484311,0.0004224115,0.0006083771,0.0002288147,0.0002670555,0.0004019157,0.0003148156,0.0002716494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003383897,"about_ca_system_score_gemma":0.0004360758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04352055,"about_ca_topic_score_gemma":0.05256581,"domain_scores_codex":[0.9998744,0.00002101264,0.000009841861,0.00003913383,0.00002539207,0.0000302112],"domain_scores_gemma":[0.9996862,0.00004509717,0.0001070686,0.00002832052,0.00005318536,0.00008016846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006597368,0.00002264589,0.9983102,0.000005345023,0.00002723892,0.00008678813,0.0002324197,0.00003811864,0.0002812973,0.00001168546,0.0001082839,0.0008099779],"study_design_scores_gemma":[0.000003751955,0.00004350077,0.9994168,0.00000367516,0.00001129838,0.00006610455,0.0002359994,0.0001029208,0.00002627925,0.000008348539,0.00007937948,0.000001881633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999536,0.00004521833,0.00003152756,0.00001103565,0.000001791889,0.000005095058,0.000286388,0.000001808447,0.00008111272],"genre_scores_gemma":[0.9990613,0.00005837973,0.00005053,0.000008154546,0.000003238279,0.00001175783,0.0006397523,0.000001040773,0.000165876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04352055,"threshold_uncertainty_score":0.08653444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268736959206457,"score_gpt":0.2603606580901832,"score_spread":0.2476732884981186,"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."}}