{"id":"W3111315732","doi":"10.3390/cancers12123730","title":"CA125 and Ovarian Cancer: A Comprehensive Review","year":2020,"lang":"en","type":"review","venue":"Cancers","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":622,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Ovarian cancer; Medicine; Oncology; Stage (stratigraphy); Cancer; Biomarker; Malignancy; Internal medicine; Asymptomatic; Gynecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004569972,0.0005495343,0.003332991,0.00007662525,0.00006448546,0.00002335486,0.0001130461,0.0001841145,0.0005663976],"category_scores_gemma":[0.0000251306,0.0004139159,0.0004879638,0.0004130058,0.00009770683,0.00003305261,0.00007302989,0.0004050096,0.00007669949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00314381,"about_ca_system_score_gemma":0.00434926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007497407,"about_ca_topic_score_gemma":0.00002817865,"domain_scores_codex":[0.9981309,0.00007341563,0.0005161082,0.0007384747,0.000230705,0.0003104437],"domain_scores_gemma":[0.9986287,0.00008878136,0.0003127439,0.0004449527,0.00008821,0.0004365729],"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":[0.000007446625,0.000007501961,0.00000754403,0.1406419,0.0008900005,0.000251968,0.0000222302,1.252987e-7,2.267528e-8,0.00005654385,0.04026792,0.8178468],"study_design_scores_gemma":[0.0005799977,0.0001213465,0.00001376294,0.1810868,0.007516836,0.0001471088,0.000005803944,0.000001523075,1.963298e-7,0.0000027633,0.8102558,0.000268088],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.146906e-7,0.9925464,0.000001401618,0.002797752,0.0004569099,0.002433918,0.0003067124,0.00006254299,0.001394156],"genre_scores_gemma":[9.368614e-7,0.9921778,0.0001379824,0.005158606,0.0005848524,0.001459715,0.000147251,0.00008703593,0.0002458339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8175787,"threshold_uncertainty_score":0.9998313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07995013189302502,"score_gpt":0.381761733883036,"score_spread":0.301811601990011,"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."}}