{"id":"W2748571627","doi":"10.1177/1179173x17726297","title":"Socioeconomic Disparities in Smoking Behavior and Early Smoking Initiation Among Men in Malawi","year":2017,"lang":"en","type":"article","venue":"Tobacco Use Insights","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"UNICEF","keywords":"Socioeconomic status; Medicine; Odds ratio; Demography; Confidence interval; Logistic regression; Smokeless tobacco; Population; Odds; Environmental health; Cross-sectional study; Smoking cessation; Tobacco use; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004806043,0.0001471559,0.0001806965,0.0005103808,0.0006926592,0.0005301756,0.0002168385,0.0001811607,0.001646098],"category_scores_gemma":[0.001197604,0.0001768842,0.0002143782,0.00082088,0.0003872514,0.0003776246,0.0008701382,0.0003695322,0.00008486443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006108505,"about_ca_system_score_gemma":0.0006967962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05721245,"about_ca_topic_score_gemma":0.08023301,"domain_scores_codex":[0.9996912,0.0001004329,0.00002130819,0.00004295126,0.00004243398,0.0001016754],"domain_scores_gemma":[0.9995736,0.00006826667,0.0002244155,0.00001770463,0.00003479369,0.00008122336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001978018,0.00001956629,0.9969941,0.00001932219,0.00002169215,0.00005138697,0.0008086734,0.00002243584,0.00009013268,0.00006407971,0.0000932348,0.001795711],"study_design_scores_gemma":[0.000001507022,0.00002221296,0.9988922,0.00002406212,0.00001182604,0.00005776079,0.0006713799,0.00006755472,0.00002215345,0.00002637015,0.0002012122,0.000001704686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985065,0.0006680781,0.00005084477,0.0002072405,0.00000368482,0.000008203198,0.0002054958,0.000001310627,0.000348506],"genre_scores_gemma":[0.9996479,0.0001984898,0.00002915765,0.00001842473,0.00000256065,0.000003503848,0.00004732442,2.655601e-7,0.00005248937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05721245,"threshold_uncertainty_score":0.1137589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04818846682360216,"score_gpt":0.3002264425140146,"score_spread":0.2520379756904124,"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."}}