{"id":"W1997140903","doi":"10.1159/000327746","title":"Progression-Free Survival in Ovarian Cancer Is Reflected in Epigenetic DNA Methylation Profiles","year":2011,"lang":"en","type":"article","venue":"Oncology","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Stem Cell Network","keywords":"DNA methylation; Epigenetics; CpG site; Biology; Ovarian cancer; Methylation; Cancer research; Cancer; Oncology; Gene; Internal medicine; Genetics; Medicine; Gene expression","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001886736,0.00009203698,0.0001344855,0.0003891471,0.0001044927,0.0001502308,0.00006739934,0.0001508586,0.0009302974],"category_scores_gemma":[0.0007808052,0.00005511786,0.00008690295,0.0002799263,0.0001162199,0.0001306929,0.0001688594,0.00015953,0.0001446949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001003329,"about_ca_system_score_gemma":0.00008789748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000405932,"about_ca_topic_score_gemma":0.0007347885,"domain_scores_codex":[0.9999371,0.00001182516,0.000005087051,0.00001756477,0.00001495341,0.00001355445],"domain_scores_gemma":[0.999712,0.00006901983,0.0001358135,0.00001428109,0.00002819709,0.00004050117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009071949,0.0000422624,0.9025968,0.00006049683,0.00008730363,0.0001377057,0.0001736046,0.0003874694,0.06670804,0.0000773789,0.0002221564,0.02859959],"study_design_scores_gemma":[0.000005443748,0.0001431694,0.996271,0.000003699121,0.00002283563,0.0002906357,0.00004080258,0.0002853581,0.002518475,0.00009873618,0.000316897,0.00000287659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983503,0.0007690898,0.000279165,0.00004495798,0.000002367758,0.000002949011,0.0002262358,0.00001006502,0.0003149435],"genre_scores_gemma":[0.9992887,0.0001834743,0.0001191245,0.00001126622,0.000003285922,0.000003714681,0.000227431,0.000001782643,0.0001611192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009302974,"threshold_uncertainty_score":0.003112197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04509067059113926,"score_gpt":0.3518400979916099,"score_spread":0.3067494274004706,"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."}}