{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004251189,0.001512799,0.0007892313,0.0008851595,0.0005518682,0.000451396,0.0004905718,0.0008392484,0.001260363],"category_scores_gemma":[0.003877315,0.0006772546,0.0005374733,0.0007582082,0.0007890227,0.0003014308,0.0006844557,0.0006479516,0.0004336565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002317664,"about_ca_system_score_gemma":0.0003677557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007259539,"about_ca_topic_score_gemma":0.001917953,"domain_scores_codex":[0.994442,0.002521131,0.0009421999,0.0008546972,0.0008459908,0.000393968],"domain_scores_gemma":[0.993664,0.003816725,0.0008962822,0.0004698911,0.0009474077,0.0002056539],"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":[0.0005126951,0.0001414698,0.002646568,0.000238833,0.00004935907,0.0000958541,0.0002365307,0.00007464299,0.9928488,0.00003506122,0.00003149234,0.003088819],"study_design_scores_gemma":[0.00004210186,0.002480878,0.0155715,0.00003988534,0.000157727,0.0003020063,0.0001286219,0.0007056462,0.9793553,0.00007180882,0.001121482,0.00002309532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703501,0.006482268,0.0199756,0.0001594365,0.0003055784,0.0004626992,0.0002180744,0.0001698728,0.001876286],"genre_scores_gemma":[0.8901361,0.007249591,0.09666888,0.0003840742,0.0001710838,0.001118224,0.001401713,0.0002248744,0.002645438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004251189,"threshold_uncertainty_score":0.02248269,"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."}}