{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005300481,0.0001563657,0.0002517845,0.0005944879,0.0001381771,0.0002371444,0.0001437669,0.0002452682,0.0009570185],"category_scores_gemma":[0.001520154,0.0001135216,0.0001869258,0.0003751973,0.0001369495,0.0001151925,0.0001953455,0.0002782643,0.0001254798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001741688,"about_ca_system_score_gemma":0.0002806227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181846,"about_ca_topic_score_gemma":0.001588347,"domain_scores_codex":[0.9998325,0.00005169338,0.00001433062,0.00004630703,0.00004059616,0.0000144983],"domain_scores_gemma":[0.9994042,0.0002089897,0.0002398022,0.00003674625,0.0000586449,0.00005164518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005790779,0.00005724057,0.9668828,0.000060078,0.00008828739,0.00006739713,0.00009584766,0.0005534795,0.01328778,0.00002202973,0.00008131414,0.01822476],"study_design_scores_gemma":[0.00001463888,0.0003628662,0.9919044,0.00002142062,0.0001083692,0.0004682634,0.00005626188,0.002049958,0.004551866,0.000106162,0.0003497495,0.000006006237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982535,0.0007628013,0.000577457,0.00003112137,0.000002581823,0.00001020091,0.0001696888,0.0000161285,0.0001764375],"genre_scores_gemma":[0.9988295,0.0002075546,0.0005833417,0.00001166272,0.000005404828,0.000008944978,0.000225679,0.000002395873,0.0001254496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001181846,"threshold_uncertainty_score":0.003201544,"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."}}