{"id":"W4394802646","doi":"10.1177/1179173x241247414","title":"Examining the correlates of cigarette smoking, e-cigarette use and dual use among Canadian post-secondary students","year":2024,"lang":"en","type":"article","venue":"Tobacco Use Insights","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Rossy Foundation; University of Toronto","keywords":"Medicine; Odds ratio; Nicotine; Odds; Demography; Tobacco use; Environmental health; Logistic regression; Internal medicine; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002488712,0.0002539387,0.0002961869,0.000366723,0.0002041429,0.0005654505,0.0001383651,0.0002423909,0.0001532791],"category_scores_gemma":[0.0002194561,0.000181758,0.00007566003,0.0003081867,0.0002014663,0.00110224,0.00008656167,0.0006378132,0.000002816227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001524196,"about_ca_system_score_gemma":0.0002828617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07072144,"about_ca_topic_score_gemma":0.03102291,"domain_scores_codex":[0.9982011,0.00008243661,0.0003902233,0.0004104725,0.0005920327,0.0003237271],"domain_scores_gemma":[0.998556,0.0004373214,0.00009588135,0.0004665778,0.0001951841,0.0002490673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002837511,0.0000292386,0.9917164,0.00003015403,0.0002047799,0.0004674984,0.0042502,0.000002632042,0.0001803623,0.0001247706,0.001106149,0.001859375],"study_design_scores_gemma":[0.0005305404,0.0001471682,0.9940571,0.0005947928,0.0005594832,0.00007957361,0.0004884747,0.00003838642,0.0006295324,0.00001515548,0.002655601,0.000204254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977664,0.0004536533,0.000001914559,0.0001478157,0.0009000702,0.0004272945,0.00006650736,0.0001055667,0.0001307355],"genre_scores_gemma":[0.9981177,0.00007984768,0.000007310667,0.0007131762,0.0001225791,0.00001817644,0.0001289305,0.00005550258,0.0007567972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03969852,"threshold_uncertainty_score":0.9866584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04212981584187092,"score_gpt":0.2719345805825894,"score_spread":0.2298047647407185,"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."}}