{"id":"W4284690976","doi":"10.1371/journal.pone.0270876","title":"Smokeless tobacco use and oral potentially malignant disorders among people living with HIV (PLHIV) in Pune, India: Implications for oral cancer screening in PLHIV","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institute on Drug Abuse; Johns Hopkins University; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Mental Health; Fogarty International Center; National Heart, Lung, and Blood Institute; amfAR, The Foundation for AIDS Research; National Cancer Institute; National Institute on Alcohol Abuse and Alcoholism; National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Smokeless tobacco; Medicine; Tobacco use; Cancer; Human immunodeficiency virus (HIV); Oral Cancers; Environmental health; Internal medicine; Family medicine; Population","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":[0.0006427296,0.0001717076,0.000193018,0.0007248012,0.0007550896,0.001044938,0.0004477952,0.0004734329,0.002099899],"category_scores_gemma":[0.001935745,0.0002736113,0.0003880308,0.001331458,0.000542536,0.0005800574,0.0006478355,0.0009125646,0.0001517452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004332345,"about_ca_system_score_gemma":0.0008204471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02479411,"about_ca_topic_score_gemma":0.03454786,"domain_scores_codex":[0.9995432,0.0001795465,0.00003933726,0.00006218413,0.00006943151,0.0001063235],"domain_scores_gemma":[0.9985563,0.0005114443,0.0005229486,0.00003858525,0.0001153129,0.0002553307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002487679,0.00002423644,0.9970278,0.00004704902,0.00001449833,0.0001481975,0.0003706017,0.00002499072,0.00004519321,0.00002952049,0.0001442914,0.002098677],"study_design_scores_gemma":[0.000001931584,0.00005251573,0.9975798,0.00005373635,0.00002931139,0.0003160635,0.001650559,0.00007963781,0.00001542394,0.00004123273,0.0001767717,0.000003212077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956898,0.001887823,0.00004510146,0.00111741,0.00001707897,0.00001734366,0.0003918897,0.000004151259,0.0008293513],"genre_scores_gemma":[0.9989223,0.0006580577,0.00005898392,0.0001305242,0.00002236873,0.00001008635,0.00008162908,8.994231e-7,0.0001150993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02479411,"threshold_uncertainty_score":0.0492996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787541418625199,"score_gpt":0.2505955397472002,"score_spread":0.2227201255609482,"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."}}