{"id":"W2782365191","doi":"10.1097/pas.0000000000001016","title":"High-grade Endometrioid Carcinoma of the Ovary","year":2018,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Calgary Laboratory Services","keywords":"Serous carcinoma; Medicine; Serous fluid; Carcinoma; Univariate analysis; Hazard ratio; Ovarian carcinoma; Oncology; Internal medicine; Population; Pathology; Cancer; Ovarian cancer; Confidence interval; Multivariate analysis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004587013,0.0001424078,0.0002176058,0.0005246584,0.0003020096,0.0004887333,0.0002272235,0.0001573392,0.0006731546],"category_scores_gemma":[0.001913929,0.0001213264,0.000138703,0.0008224976,0.0003329295,0.00009262274,0.0002727518,0.0001315039,0.0001432215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006720847,"about_ca_system_score_gemma":0.0007064621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03584501,"about_ca_topic_score_gemma":0.07580421,"domain_scores_codex":[0.9996914,0.00004610301,0.00002642439,0.00004417148,0.0001241424,0.00006777415],"domain_scores_gemma":[0.9991008,0.0001871537,0.0003380265,0.0001284471,0.0001384347,0.0001071917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0001138503,0.000008017412,0.9886981,0.00003512676,0.00002867753,0.001840973,0.0001405766,0.00005196604,0.003230955,0.00002722414,0.0001041359,0.005720401],"study_design_scores_gemma":[0.000003109363,0.00002235718,0.9958265,0.000006029319,0.000008323817,0.003447624,0.00008921167,0.00004205101,0.0002441373,0.00001626723,0.0002927949,0.000001610792],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981645,0.0009479756,0.0002533068,0.00001890607,0.000003700261,0.00001600315,0.0001131521,0.000007108366,0.0004753751],"genre_scores_gemma":[0.9992836,0.0002695069,0.0001903239,0.00001075535,0.000003505372,0.000002600597,0.0001243165,7.06065e-7,0.0001148066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03584501,"threshold_uncertainty_score":0.07127273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811778736518388,"score_gpt":0.2800900606901779,"score_spread":0.261972273324994,"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."}}