{"id":"W1966945481","doi":"10.1054/bjoc.2001.2196","title":"The surgical management of women with ovarian cancer in the south west of England","year":2001,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Ovarian cancer; Malignancy; Cancer; Stage (stratigraphy); Gynecology; Epithelial ovarian cancer; Multivariate analysis; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005765649,0.00008844589,0.0003292813,0.00004205015,0.00004784907,0.00002503198,0.0001456165,0.0000302241,0.0003715041],"category_scores_gemma":[0.000006253119,0.00004913488,0.00007017996,0.0002390229,0.0001007307,0.00004584854,0.00001516667,0.0001744404,3.63123e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002431009,"about_ca_system_score_gemma":0.0001935928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001498017,"about_ca_topic_score_gemma":0.002550537,"domain_scores_codex":[0.9987428,0.00006182891,0.0004078671,0.00009669833,0.0004566778,0.0002341311],"domain_scores_gemma":[0.9992401,0.0000747069,0.0003152397,0.0001380608,0.0001533157,0.00007857707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002780759,0.0005352683,0.4966723,0.0001447184,0.00124268,0.005646397,0.002627212,0.0002526318,0.000005993927,0.0002538563,0.0004259186,0.4894122],"study_design_scores_gemma":[0.008793916,0.0004970339,0.9300837,0.001864434,0.0002467782,0.001323037,0.001535371,0.000003670777,0.00005526839,0.00004520046,0.0554882,0.00006342065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744158,0.02083101,0.000006075905,0.002781733,0.0001290873,0.0002378458,0.00002530572,0.000001650934,0.001571514],"genre_scores_gemma":[0.9587213,0.040646,0.00005369382,0.00009907679,0.0002265144,0.00006589531,4.761846e-7,0.0000108053,0.0001762693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4893488,"threshold_uncertainty_score":0.406771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052759992215778,"score_gpt":0.2689992150235349,"score_spread":0.2584716151013771,"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."}}