{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002110197,0.0003682342,0.002360694,0.0001863996,0.0001287612,0.00002023079,0.0002260714,0.0003167894,0.00004200137],"category_scores_gemma":[0.002633439,0.0002202081,0.0006096217,0.0006384582,0.0003773046,0.00002833263,0.000177796,0.0005598452,0.00009593823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077452,"about_ca_system_score_gemma":0.0008203371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009913796,"about_ca_topic_score_gemma":0.00001143366,"domain_scores_codex":[0.9977771,0.0001193286,0.001032491,0.000482705,0.0002145155,0.0003738754],"domain_scores_gemma":[0.9758553,0.02208303,0.0009874491,0.0007553202,0.0001488186,0.0001701147],"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":[0.000009011582,0.000239057,0.008014656,0.002889882,0.0007164437,0.00006620841,0.000008725847,4.306154e-7,2.691041e-10,0.0000565496,0.001606451,0.9863926],"study_design_scores_gemma":[0.0006858549,0.001437985,0.006855809,0.0006098626,0.002825961,0.00002746886,0.000007168512,0.000006990284,7.489962e-9,0.000009879254,0.987351,0.0001819906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009130809,0.9952917,0.000002852243,0.0002027693,0.001901733,0.0009671375,0.0001265199,0.00001463562,0.001401325],"genre_scores_gemma":[0.0001205905,0.9981061,0.0002466989,0.0003369839,0.00009120019,0.00009867352,0.0001756234,0.00004453981,0.0007795671],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9862106,"threshold_uncertainty_score":0.8979825,"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."}}