{"id":"W2517925776","doi":"10.1016/j.puhe.2016.07.011","title":"Changes in living arrangement, daily smoking, and risky drinking initiation among young Swiss men: a longitudinal cohort study","year":2016,"lang":"en","type":"article","venue":"Public Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Medicine; Cohort; Cohort study; Demography; Longitudinal study; Peer group; Peer pressure; Psychology; Developmental psychology; Social psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00192252,0.0001818975,0.0004040343,0.0003743702,0.0001540993,0.00005278928,0.00006618377,0.00005359968,0.0001091032],"category_scores_gemma":[0.0002781098,0.0001271113,0.00002802583,0.000319164,0.00004466413,0.0003415099,0.00004913931,0.0001248597,0.000004808917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005598899,"about_ca_system_score_gemma":0.0001549801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007358226,"about_ca_topic_score_gemma":0.02374053,"domain_scores_codex":[0.9981786,0.0001581715,0.0003289085,0.0004159673,0.0003845924,0.0005337689],"domain_scores_gemma":[0.9990342,0.0001867521,0.0001838755,0.0002633365,0.00005930862,0.0002725335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001500612,0.0002527584,0.9770116,0.00002839045,0.0001032493,0.00003052239,0.01097534,2.770882e-8,0.000005754404,0.00006491297,0.0001788597,0.01133355],"study_design_scores_gemma":[0.002604513,0.0002908376,0.9920451,0.0002848986,0.00004064985,0.00001011787,0.004447642,0.00001273201,0.000005228219,0.00002513967,0.0001131996,0.0001199385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989647,0.0004526899,0.0001163795,0.007245917,0.0001340221,0.001224074,0.000001085119,0.0001069428,0.001071925],"genre_scores_gemma":[0.9981635,0.0007340249,0.00005178304,0.0004378114,0.0001493092,0.000194593,0.000009149856,0.00002442759,0.0002353531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02300471,"threshold_uncertainty_score":0.9940737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0557729757226298,"score_gpt":0.3197179097907352,"score_spread":0.2639449340681054,"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."}}