{"id":"W7131843236","doi":"10.5376/cge.2024.12.0031","title":"Epigenetic Regulation Mechanisms of Non-coding RNAs in Ovarian Cancer","year":2024,"lang":"","type":"article","venue":"Cancer Genetics and Epigenetics","topic":"Cancer-related molecular mechanisms research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ovarian cancer; Epigenetics; microRNA; Cancer; DNA methylation; Disease; Mechanism (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000712332,0.0008166349,0.0008184425,0.0006333254,0.0001799572,0.0002332734,0.0005932023,0.001101942,0.0003718739],"category_scores_gemma":[0.00005541914,0.0009466396,0.0003061677,0.001126764,0.0004075074,0.00001491319,0.0006220686,0.0006720106,0.000009472607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003366954,"about_ca_system_score_gemma":0.001821865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000730217,"about_ca_topic_score_gemma":0.001340398,"domain_scores_codex":[0.9946753,0.0002233411,0.00135214,0.001727167,0.0007639661,0.001258103],"domain_scores_gemma":[0.9977729,0.00005620912,0.000294095,0.001000134,0.0004108153,0.0004658755],"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":[0.0001568401,0.0001008985,0.0002349863,0.001280704,0.000440512,0.00003372689,0.0004894448,0.02516357,0.8403196,0.001022696,0.0002557731,0.1305012],"study_design_scores_gemma":[0.001262402,0.0006951435,0.002936678,0.001514492,0.000356754,0.00001704902,0.0001521416,0.07367071,0.8978212,0.003491668,0.01710256,0.0009791458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06820916,0.3197905,0.6042543,0.0009780611,0.003573299,0.001798896,0.0005852085,0.00002373723,0.0007868162],"genre_scores_gemma":[0.7437244,0.2523252,0.001942601,0.0001166234,0.0006161944,0.0002149069,0.00007009799,0.0001941052,0.000795864],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6755152,"threshold_uncertainty_score":0.9992984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521353320800998,"score_gpt":0.305079950250064,"score_spread":0.289866417042054,"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."}}