{"id":"W3210265530","doi":"10.1158/1055-9965.epi-21-0677","title":"DNA Methylation Profiles of Ovarian Clear Cell Carcinoma","year":2021,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Chromatin Remodeling and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Canadian Centre for Applied Research in Cancer Control; Vancouver General Hospital; University of British Columbia; Calgary Laboratory Services; BC Cancer Agency","funders":"National Cancer Institute; Cancer Research UK; Mayo Clinic; Cancer Institute NSW; American Cancer Society","keywords":"DNA methylation; Clear cell carcinoma; Clear cell; Methylation; Epigenetics; DNA; Carcinoma; Clear cell renal cell carcinoma","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":[0.0001175125,0.00009231226,0.0001811666,0.0006383577,0.0001414112,0.0001897077,0.00008914696,0.0001318295,0.0008539472],"category_scores_gemma":[0.000438617,0.0000670182,0.0001111424,0.0004408853,0.00009561538,0.00008836829,0.0001733366,0.0001148249,0.0001467117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001998787,"about_ca_system_score_gemma":0.000140078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00267358,"about_ca_topic_score_gemma":0.003745029,"domain_scores_codex":[0.9999027,0.00001021968,0.000007587089,0.00003245428,0.0000313461,0.0000155839],"domain_scores_gemma":[0.999831,0.00003130789,0.00005563437,0.00001048075,0.0000499826,0.00002158318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001059252,0.00002670823,0.752449,0.0001196563,0.0001270475,0.000157826,0.0002373465,0.0005407445,0.2294569,0.00007898428,0.0003200197,0.01542655],"study_design_scores_gemma":[0.000008454151,0.0001105886,0.9866459,0.000005568164,0.00003875392,0.0004022795,0.000139091,0.001081315,0.01082521,0.00008331567,0.000653978,0.000005402535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980093,0.0004123074,0.0003072367,0.00002310022,0.000001947716,0.000006980378,0.0009688385,0.000007639928,0.0002626366],"genre_scores_gemma":[0.998485,0.0001130358,0.0002488588,0.00001477999,0.00000237489,0.000009561629,0.0009285363,0.000002564997,0.0001952056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00267358,"threshold_uncertainty_score":0.005316019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03511234553547427,"score_gpt":0.3287978691532112,"score_spread":0.293685523617737,"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."}}