{"id":"W4321349039","doi":"10.5985/emcr.20220015","title":"Genotoxic profile among e-cigarette consumers, cigarette smokers, and nonsmokers","year":2023,"lang":"en","type":"article","venue":"Environmental Monitoring and Contaminants Research","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Center for Chronic Disease Prevention and Health Promotion; Centers for Disease Control and Prevention","keywords":"Genotoxicity; Micronucleus test; Nicotine; Buccal swab; Micronucleus; Cigarette smoking; Snus; Comet assay; Toxicology; Medicine; Snuff; Physiology; Chemistry; Environmental health; DNA damage; Smokeless tobacco; Internal medicine; Biology; Pathology; Genetics; Toxicity; DNA; Population; Tobacco use","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":[0.0003626888,0.0001763334,0.0002456522,0.00096493,0.0002748265,0.0003939325,0.0001255994,0.0004387362,0.001743331],"category_scores_gemma":[0.001023571,0.0001915062,0.0001731937,0.0005344867,0.0002224526,0.0003001919,0.0003117111,0.0002283022,0.0002893959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020386,"about_ca_system_score_gemma":0.000121416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001544962,"about_ca_topic_score_gemma":0.002283118,"domain_scores_codex":[0.9997748,0.00004435491,0.00002937451,0.00004407635,0.0000799279,0.00002748135],"domain_scores_gemma":[0.999593,0.00009543886,0.0001195985,0.00002518147,0.00009008032,0.00007676462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003509505,0.0001887917,0.9919217,0.00001866099,0.00004029739,0.0001410454,0.0002721879,0.00001364897,0.003200623,0.00002511695,0.00002646682,0.003800569],"study_design_scores_gemma":[0.000005240654,0.0004603934,0.9980965,0.000004540545,0.0000316907,0.0003856242,0.0004110462,0.00006983648,0.000329383,0.00002680413,0.0001753036,0.000003543594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994152,0.0001954467,0.00002828985,0.00000851753,0.00000127875,0.000009778694,0.00003749,0.000001183472,0.0003028507],"genre_scores_gemma":[0.9990765,0.0002130796,0.00006082446,0.0000291925,0.000004336521,0.000008172108,0.00009266118,0.000001176045,0.00051406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001743331,"threshold_uncertainty_score":0.005831957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630133199475314,"score_gpt":0.3065890489734472,"score_spread":0.280287716978694,"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."}}