{"id":"W4322506633","doi":"10.3389/fpubh.2023.1005103","title":"Prevalence of smokeless tobacco use in India and its association with various occupations: A LASI study","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Smokeless tobacco; Environmental health; Medicine; Population; Logistic regression; Chewing tobacco; Tobacco use; Tobacco control; Cross-sectional study; Public health; Pathology","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":[0.001578638,0.00008334009,0.0002605331,0.0006165635,0.00004061139,0.0000260516,0.00005519369,0.00008470371,0.000005025862],"category_scores_gemma":[0.0004661269,0.00007737728,0.00001193539,0.001203382,0.00001422834,0.0002755688,0.00002106459,0.0002093292,4.287507e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006081124,"about_ca_system_score_gemma":0.0004972654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004575316,"about_ca_topic_score_gemma":0.0001317704,"domain_scores_codex":[0.9985815,0.0001946227,0.0003338046,0.0002196955,0.0003974916,0.0002729245],"domain_scores_gemma":[0.9993812,0.00007313057,0.0001932359,0.0001508894,0.000108586,0.00009293469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003411568,0.0003321374,0.9898978,0.0001381177,0.00001686371,0.000008406522,0.004122849,0.000003988662,0.000001000149,0.00003294942,0.000661722,0.004750092],"study_design_scores_gemma":[0.001679129,0.0003531836,0.9952701,0.0001170355,0.00001642418,0.000001547463,0.002268342,0.0001554173,0.000003945842,0.00001168323,0.00006249255,0.00006072334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980215,0.0000505023,0.00009965859,0.0006354336,0.0001911632,0.0009036902,0.00001922109,0.00004399155,0.00003485431],"genre_scores_gemma":[0.9991707,0.0002028359,0.0001801369,0.0001259856,0.00001464512,0.00008852237,0.0000350674,0.00001154169,0.0001705838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005372317,"threshold_uncertainty_score":0.3155354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05257958368050271,"score_gpt":0.3286827294490022,"score_spread":0.2761031457684995,"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."}}