{"id":"W1979055263","doi":"10.1097/igc.0000000000000230","title":"Early-Stage Endometrioid Ovarian Carcinoma","year":2014,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Stage (stratigraphy); Internal medicine; Univariate analysis; Multivariate analysis; Oncology; Population; Adjuvant therapy; Adjuvant; Cancer; Gynecology; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000301019,0.0001849407,0.0003669813,0.000843272,0.0004242453,0.000550562,0.000218663,0.0003038884,0.002422073],"category_scores_gemma":[0.001182109,0.000134227,0.0002428959,0.0006320275,0.0002296555,0.0003525325,0.0003812904,0.0003361113,0.0002916277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004006798,"about_ca_system_score_gemma":0.0006851311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001865547,"about_ca_topic_score_gemma":0.005221859,"domain_scores_codex":[0.9997936,0.00002470309,0.00002182634,0.00002259883,0.00004614864,0.00009124465],"domain_scores_gemma":[0.9996421,0.00008733712,0.00006444511,0.00002567709,0.00007256123,0.0001077982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001439802,0.0001564311,0.9045817,0.0002406866,0.00004136384,0.03548543,0.0002380298,0.0002059618,0.01125329,0.0003501466,0.001188088,0.04481896],"study_design_scores_gemma":[0.00009626884,0.0006394362,0.9136536,0.0001018822,0.000163426,0.06712937,0.00101116,0.000514503,0.00360981,0.0007037831,0.01235745,0.00001934587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827505,0.004551174,0.0006475379,0.0004829396,0.00009587863,0.00007307276,0.0005932644,0.00002023715,0.01078545],"genre_scores_gemma":[0.9959848,0.001148835,0.0003626068,0.000126144,0.00006908735,0.00001126099,0.0003936043,0.000004474497,0.001899227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002422073,"threshold_uncertainty_score":0.008102596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02579384745949379,"score_gpt":0.3204834208071613,"score_spread":0.2946895733476675,"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."}}