{"id":"W7100040312","doi":"","title":"GUEST EDITORIAL Cancer of the Ovary: There Is Reason for Optimism!","year":2015,"lang":"en","type":"article","venue":"","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malignancy; Stage (stratigraphy); Ovarian cancer; Cancer; Epithelial ovarian cancer; Disease; Modalities; Mortality rate","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003159848,0.00009164168,0.0001052647,0.00001386269,0.00003938244,0.00001454956,0.0003337515,0.0001902865,0.00002723977],"category_scores_gemma":[0.0002969731,0.00005362735,0.00009665631,0.0000574472,0.0001517972,0.000002061621,0.0001626639,0.00006384488,0.000005048222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001300782,"about_ca_system_score_gemma":0.000312561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001473453,"about_ca_topic_score_gemma":0.00006169957,"domain_scores_codex":[0.9990906,0.00002137263,0.0001864955,0.000139605,0.0003482547,0.0002136514],"domain_scores_gemma":[0.999107,0.00001388577,0.00006579611,0.0003191885,0.0003615188,0.0001326201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001265448,0.00004061678,0.0004880243,0.00003559787,0.00004135361,5.10766e-8,0.0001087609,0.000005714107,0.02192492,0.00002343116,0.9750695,0.002135544],"study_design_scores_gemma":[0.0006800632,0.0002842579,0.0001206156,0.00001165208,0.00001170677,5.842867e-7,0.0001823933,0.0001554314,0.2424954,0.0001115779,0.7558639,0.00008237582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6616751,0.007680413,0.007690844,0.02126471,0.2261916,0.00491235,0.001662986,0.00007580275,0.06884623],"genre_scores_gemma":[0.8247981,0.001936004,0.006673505,0.001790581,0.1401503,0.0001857998,0.00021171,0.00006488629,0.0241891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2205705,"threshold_uncertainty_score":0.218686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973215781983956,"score_gpt":0.3188109736189939,"score_spread":0.2890788157991543,"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."}}