{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005442637,0.0001534877,0.0002231458,0.0001440272,0.00003541348,0.000007487271,0.0002418628,0.0003814781,0.0001776464],"category_scores_gemma":[0.0001684982,0.000149025,0.00004369713,0.0002588405,0.00006611374,0.000004752898,0.0001332669,0.0001412844,0.000007262664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007825681,"about_ca_system_score_gemma":0.0002449988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004575622,"about_ca_topic_score_gemma":0.005149493,"domain_scores_codex":[0.9984673,0.0003013138,0.0003651603,0.0004151669,0.0001408278,0.0003101889],"domain_scores_gemma":[0.9993194,0.00002814173,0.0001395765,0.000362622,0.00008565246,0.00006454952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002279887,0.0003062967,0.1079198,0.00001625523,0.00002062238,0.00001204053,0.0006488861,0.00002409042,0.8576905,0.0001639292,0.0001104311,0.03285921],"study_design_scores_gemma":[0.001248132,0.0006633673,0.2892997,0.00002080391,0.0000107405,9.333434e-7,0.00006175366,0.000068018,0.6995182,0.002425011,0.006487524,0.0001957819],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859027,0.00219197,0.0005795693,0.0004322895,0.0003626816,0.0004288745,0.00001602292,0.00001002421,0.0100759],"genre_scores_gemma":[0.9934155,0.0008240646,0.005004417,0.0001250747,0.0001423442,0.0001884846,0.00007275581,0.0000257894,0.0002015218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.18138,"threshold_uncertainty_score":0.6077062,"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."}}