{"id":"W2976603966","doi":"10.1016/j.ogc.2019.07.002","title":"The Abnormal Ovary","year":2019,"lang":"en","type":"review","venue":"Obstetrics and Gynecology Clinics of North America","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Ovarian cancer; Malignancy; Ovary; Gynecology; Disease; General surgery; Terminology; Intensive care medicine; Cancer; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004553515,0.0008468485,0.001226783,0.00551801,0.0003910321,0.001663173,0.0005877424,0.001148329,0.01064216],"category_scores_gemma":[0.001971177,0.000358442,0.0006212377,0.003660182,0.0007956496,0.001431484,0.001130233,0.001462581,0.002872973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008620556,"about_ca_system_score_gemma":0.002671061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004547989,"about_ca_topic_score_gemma":0.009163412,"domain_scores_codex":[0.9996464,0.0000574947,0.00007559872,0.00007583007,0.00009726342,0.00004740783],"domain_scores_gemma":[0.9993879,0.0002231434,0.0001889381,0.0000262312,0.0001123715,0.00006148259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007518243,0.00002494077,0.001170803,0.01370344,0.00008124083,0.0006571204,0.000062451,0.0001280951,0.0004471243,0.001680903,0.08753499,0.8944337],"study_design_scores_gemma":[0.00005818529,0.0000819393,0.00443814,0.01330741,0.0003368295,0.007073873,0.000142853,0.00005266362,0.000209826,0.0009378538,0.9733384,0.00002202197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001243839,0.9958355,0.000057592,0.0004904638,0.0008022411,0.000009495129,0.00005522208,0.000009396149,0.002615575],"genre_scores_gemma":[0.001945722,0.9928343,0.0001872041,0.001313235,0.001252404,0.00001212304,0.0001327691,0.000003371657,0.002318899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01064216,"threshold_uncertainty_score":0.03560162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04888820174773099,"score_gpt":0.3481346984798489,"score_spread":0.2992464967321179,"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."}}