{"id":"W2127280826","doi":"10.1158/1055-9965.epi-06-0248","title":"Effect of Staining Procedures on the Results of Micronucleus Assays with Exfoliated Oral Mucosa Cells","year":2006,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":194,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Micronucleus test; Giemsa stain; Feulgen stain; Micronucleus; Acridine orange; Oral mucosa; Staining; Biology; Pathology; Karyorrhexis; Carcinogen; Stain; Molecular biology; Medicine; Genetics; Internal medicine; Programmed cell death; Toxicity; Apoptosis","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":[0.002180847,0.0001935884,0.000362341,0.00004344756,0.00006479555,0.00000325311,0.0001587992,0.0001837026,0.00001399135],"category_scores_gemma":[0.0002115253,0.0001237317,0.0001705568,0.0001180901,0.0002450065,0.000003336513,0.00005426813,0.00008444047,8.623745e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005423643,"about_ca_system_score_gemma":0.0001569122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006670372,"about_ca_topic_score_gemma":0.0006883491,"domain_scores_codex":[0.9978157,0.000931936,0.0005055436,0.0003813008,0.00009292389,0.0002725555],"domain_scores_gemma":[0.9987028,0.0002803369,0.000551266,0.0003343757,0.0000972745,0.00003392998],"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":[0.004274429,0.0001037523,0.03260698,0.0001327792,0.0004016512,0.000001390368,0.00002399914,0.0008735985,0.9493517,0.0001117963,0.008955692,0.003162232],"study_design_scores_gemma":[0.00168394,0.002738185,0.03608168,0.0001763395,0.0001326701,0.00000352949,0.00003401047,0.0001020412,0.9571912,0.0001793234,0.001519363,0.0001577265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965001,0.001192987,0.0007197006,0.0004924664,0.0001063577,0.0005576523,0.00008535379,0.00000837982,0.0003370302],"genre_scores_gemma":[0.9986268,0.000123068,0.0004973998,0.00009171996,0.0000706445,0.00008049526,0.0001889836,0.00001690286,0.0003039929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007839496,"threshold_uncertainty_score":0.5045633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629725148161322,"score_gpt":0.3154989746212135,"score_spread":0.2992017231396003,"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."}}