{"id":"W2119938419","doi":"10.1158/1078-0432.ccr-06-2476","title":"Promoter Hypermethylation Identifies Progression Risk in Bladder Cancer","year":2007,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":174,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"Medical Research Council","keywords":"Tumor progression; Bladder cancer; DNA methylation; Cancer; Oncology; Epigenetics; Medicine; Methylation; Proportional hazards model; Internal medicine; Cancer research; Biology; Gene; Gene expression; Genetics","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":[0.006791913,0.0001124809,0.0001600203,0.000139356,0.0001274249,0.00004253687,0.0002051002,0.000316595,0.0001224369],"category_scores_gemma":[0.000966548,0.00009684198,0.00008950862,0.0003258606,0.0002393333,0.000007578195,0.0001729776,0.000543752,0.00001758872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005332191,"about_ca_system_score_gemma":0.00020579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005099252,"about_ca_topic_score_gemma":0.003080426,"domain_scores_codex":[0.9975061,0.0004938672,0.0005394989,0.0005295028,0.0004602977,0.0004707556],"domain_scores_gemma":[0.9988487,0.0001928368,0.000114377,0.0003421767,0.0003622062,0.0001397287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004231159,0.0001841255,0.5244249,0.00002207357,0.00004103897,0.000007456355,0.00008847548,0.00008030031,0.2113395,0.00001199399,0.0005729213,0.2628041],"study_design_scores_gemma":[0.0008890604,0.0003742724,0.6270119,0.00005952629,0.00001202514,2.941241e-7,0.00005989526,0.0001482357,0.3463708,0.00089389,0.02399224,0.0001877959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889011,0.008680483,0.0004738733,0.0003022842,0.0003883978,0.0004390159,0.00001281127,0.000008409052,0.0007935812],"genre_scores_gemma":[0.9891739,0.008467241,0.0002929895,0.00003514642,0.0009317765,0.0001116995,0.00003187776,0.00002573789,0.0009295929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2626163,"threshold_uncertainty_score":0.3949101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445942034045882,"score_gpt":0.551341042201575,"score_spread":0.4067468387969868,"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."}}