{"id":"W2048890052","doi":"10.1007/s00432-009-0758-2","title":"The impact of smoking and polymorphic enzymes of xenobiotic metabolism on the stage of bladder tumors: a generalized ordered logistic regression analysis","year":2010,"lang":"en","type":"article","venue":"Journal of Cancer Research and Clinical Oncology","topic":"Glutathione Transferases and Polymorphisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Bladder cancer; Carcinogen; Logistic regression; Biology; Xenobiotic; Oncology; Internal medicine; GSTP1; Hematology; Enzyme; Cancer; Genotype; Genetics; Medicine; Gene; Biochemistry","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":[0.003156641,0.0001134466,0.0006136354,0.000129347,0.0001046201,0.00001397904,0.0002826857,0.0002037332,0.0001183592],"category_scores_gemma":[0.0009995052,0.00005133627,0.0003683541,0.000251987,0.001242594,0.000005199946,0.00008282992,0.000662002,8.778012e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001075219,"about_ca_system_score_gemma":0.0006098173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008380089,"about_ca_topic_score_gemma":0.0006698616,"domain_scores_codex":[0.9977031,0.0007095202,0.0008626014,0.000161995,0.0003243546,0.0002384572],"domain_scores_gemma":[0.9971172,0.001341335,0.0006081604,0.0002711503,0.0005135035,0.0001486514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00970667,0.0007254002,0.05185837,0.00004590171,0.005231249,0.00003134915,0.0001389419,0.0001817383,0.9128187,0.001760438,0.0008001616,0.01670112],"study_design_scores_gemma":[0.01031368,0.02942944,0.6982754,0.0002055883,0.001952148,0.0001014833,0.0007920751,0.0007335705,0.2496117,0.00239308,0.005824297,0.0003675866],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891522,0.00900394,0.00003388566,0.001492079,0.00009959981,0.0001200561,0.00004864535,5.463911e-7,0.00004906528],"genre_scores_gemma":[0.9871687,0.01241599,0.00007248042,0.00004820122,0.0001808231,0.000003318703,0.000001961202,0.00000827532,0.0001002823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6632069,"threshold_uncertainty_score":0.457839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012505760983098,"score_gpt":0.4882393020878968,"score_spread":0.386988725989587,"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."}}