{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004791771,0.0002371663,0.0002486584,0.001389539,0.00057828,0.0008319637,0.0005647786,0.0003036092,0.001200623],"category_scores_gemma":[0.0007581002,0.0003458716,0.0006013385,0.001997235,0.0003490348,0.0004369802,0.0007809656,0.0005788542,0.0003494303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000471561,"about_ca_system_score_gemma":0.0007964134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02385413,"about_ca_topic_score_gemma":0.04578274,"domain_scores_codex":[0.9996113,0.00007185777,0.00005517472,0.00007576872,0.0001095011,0.00007639029],"domain_scores_gemma":[0.999208,0.0000955774,0.0002810312,0.00007565613,0.0001588922,0.0001808778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002047885,0.00003704426,0.9976565,0.0000262415,0.00003274174,0.00009147931,0.0006674097,0.00001782494,0.0001031986,0.00002706695,0.0002148187,0.001105293],"study_design_scores_gemma":[9.600381e-7,0.00003274122,0.9981725,0.00001451938,0.00002625545,0.000217254,0.001197251,0.00005098438,0.00002798769,0.00001292698,0.0002418833,0.000004594759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972661,0.0002211603,0.0000771161,0.00009373969,0.000006144993,0.00002190255,0.001197925,0.000006415035,0.00110953],"genre_scores_gemma":[0.9982458,0.0002789814,0.000114719,0.0000542238,0.000008522059,0.0000246805,0.0009407357,0.000003527708,0.0003287894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02385413,"threshold_uncertainty_score":0.04743057,"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."}}