{"id":"W2162529286","doi":"10.1093/mutage/get058","title":"Mutagenicity of smoke condensates from Canadian cigarettes with different design features","year":2013,"lang":"en","type":"article","venue":"Mutagenesis","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Environmental health; Toxicology; Population; Smoke; Tobacco smoke; Harm reduction; Harm; Public health; Medicine; Business; Biology; Engineering; Waste management; Psychology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005942338,0.0002186454,0.0002344538,0.00006445103,0.00008931154,0.00004093009,0.0002066464,0.0001499395,0.0004307438],"category_scores_gemma":[0.00001752239,0.0001701189,0.00009671776,0.00007115756,0.00009194892,0.000003919717,0.00005594112,0.00006129504,0.000005265912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000352054,"about_ca_system_score_gemma":0.0001413054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1149077,"about_ca_topic_score_gemma":0.05289847,"domain_scores_codex":[0.99892,0.00007237742,0.0001776669,0.0003543891,0.0001649149,0.0003106211],"domain_scores_gemma":[0.9991433,0.00002909423,0.00007852703,0.0004165834,0.0001236916,0.000208813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004681556,0.00005331324,0.05679437,0.00001000521,0.0002687764,0.000009603752,0.00009129746,0.000208194,0.9382327,0.000009964859,0.002087516,0.002187498],"study_design_scores_gemma":[0.0002306693,0.0001582645,0.3729305,0.000007390423,0.00004110969,0.000003697383,0.0001142694,0.00003108853,0.6260498,0.00002672742,0.0002422104,0.0001643237],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976678,0.0005788258,0.0007692745,0.0002058052,0.00005856772,0.0003779127,0.0001503652,0.00001024602,0.000181214],"genre_scores_gemma":[0.9981347,0.00003721563,0.0007944653,0.0003779227,0.00008700118,0.00006471104,0.0001525475,0.00002860062,0.0003227888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3161362,"threshold_uncertainty_score":0.9643837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169424609378869,"score_gpt":0.2150981021124106,"score_spread":0.2034038560186219,"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."}}