{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003927345,0.0001562648,0.0002027353,0.0008022961,0.0004959055,0.0006822876,0.0001868342,0.0003762256,0.001875722],"category_scores_gemma":[0.001431072,0.0002369574,0.0004129042,0.0009334311,0.0002182125,0.0003166276,0.0002776524,0.0004600765,0.0001706274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002971154,"about_ca_system_score_gemma":0.0002907687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01570676,"about_ca_topic_score_gemma":0.01900601,"domain_scores_codex":[0.9998173,0.00005341687,0.00001993064,0.00002785287,0.00004238356,0.00003911861],"domain_scores_gemma":[0.9992759,0.0001403654,0.0003448124,0.00004694852,0.00008349786,0.0001084722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007820077,0.00006689945,0.9990393,0.000003178366,0.00002074871,0.00001891253,0.0000825786,0.000005982727,0.0001162094,0.00000749065,0.00002024911,0.0005402336],"study_design_scores_gemma":[0.000001480082,0.00002648566,0.9995548,0.000001943772,0.0000134649,0.00002611137,0.0002679696,0.00003471535,0.00002001284,0.000004720258,0.00004716575,0.000001073259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993112,0.0001049341,0.00001155219,0.00002633385,0.000002521064,0.000004435932,0.0001078629,9.988764e-7,0.0004301118],"genre_scores_gemma":[0.9995542,0.0001028864,0.0000207372,0.00001376961,0.00000779071,0.000004007125,0.00009296561,7.764078e-7,0.0002029324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01570676,"threshold_uncertainty_score":0.03123063,"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."}}