{"id":"W4206550615","doi":"10.1016/j.drugalcdep.2022.109283","title":"Heated tobacco product use, its correlates, and reasons for use among Mexican smokers","year":2022,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Fogarty International Center; National Institutes of Health","keywords":"Demography; Tobacco product; Logistic regression; Medicine; Tobacco use; Multinomial logistic regression; Environmental health; Population; Internal medicine; Statistics","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":[0.0002888551,0.0001319249,0.0001815403,0.00007969842,0.0003383523,0.00007463861,0.00005686887,0.00003855984,0.00004457121],"category_scores_gemma":[0.0001279865,0.0001240447,0.00003790477,0.0001637753,0.00006466032,0.000292185,0.00006940494,0.0002465222,4.6391e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004724836,"about_ca_system_score_gemma":0.00004797816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006386045,"about_ca_topic_score_gemma":0.0000546218,"domain_scores_codex":[0.9989185,0.00004945113,0.0001559998,0.0003956577,0.0002657455,0.0002146998],"domain_scores_gemma":[0.9994101,0.0001149564,0.00006744734,0.0002035328,0.00007456815,0.0001293795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001425,0.00005814746,0.9929495,0.0000204854,0.00002498708,0.00003037093,0.0003822709,0.00001438593,0.0009972012,0.0001022249,0.001542726,0.00373517],"study_design_scores_gemma":[0.001203623,0.000131883,0.9930691,0.00006139316,0.0002050561,0.0001728455,0.0005551603,0.0004568216,0.002197227,0.00002185707,0.001739346,0.0001856704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982343,0.0002569361,0.00002858238,0.0003990739,0.0002201057,0.0006585952,0.00007534239,0.00007325211,0.00005386932],"genre_scores_gemma":[0.9969224,0.000102132,0.00007980994,0.0001849176,0.00004087241,0.0001370775,0.0001228186,0.00002099729,0.002388983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0035495,"threshold_uncertainty_score":0.5058396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05016813065120124,"score_gpt":0.294448506098705,"score_spread":0.2442803754475038,"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."}}