{"id":"W2053427834","doi":"10.4414/smw.2013.13805","title":"Profiles of drug users in Switzerland and effects of early-onset intensive use of alcohol, tobacco and cannabis on other illicit drug use","year":2013,"lang":"en","type":"article","venue":"Swiss Medical Weekly","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Cannabis; Drug; Illicit drug; Environmental health; Psychiatry; Alcohol; Tobacco use","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":[0.0003988627,0.0002422832,0.0002378415,0.001064046,0.0003264078,0.0005121685,0.0001316078,0.0004006842,0.001981861],"category_scores_gemma":[0.001065474,0.0001869206,0.0004158724,0.0008222484,0.0002350632,0.0003150709,0.0004076044,0.0002732414,0.0003388226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002760118,"about_ca_system_score_gemma":0.0002939409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0158607,"about_ca_topic_score_gemma":0.02162255,"domain_scores_codex":[0.9996523,0.00009720807,0.00002938117,0.00007142998,0.00007954507,0.00007001188],"domain_scores_gemma":[0.9989353,0.0002270072,0.0003981312,0.00006560041,0.0001134715,0.0002605091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009439648,0.0000172138,0.998536,0.000005962651,0.00001691895,0.00004949403,0.0001160451,0.00003163211,0.0002700475,0.000005518687,0.00002710084,0.0008295709],"study_design_scores_gemma":[0.00000101564,0.00003916568,0.9997627,0.000001434763,0.000003103626,0.00003845132,0.00007488239,0.00002704733,0.00002821767,0.000002407359,0.00002066583,0.000001031031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994815,0.00008659942,0.00002137937,0.00001553965,0.000001428606,0.000003944789,0.0002024252,0.000002200452,0.0001849945],"genre_scores_gemma":[0.9996204,0.00004702422,0.00002066684,0.00000543403,0.00000214789,0.000002701562,0.0002100168,8.642712e-7,0.00009073237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0158607,"threshold_uncertainty_score":0.03153676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712455151916582,"score_gpt":0.263954757351792,"score_spread":0.2468302058326262,"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."}}