{"id":"W2155191323","doi":"10.1148/rg.313105066","title":"Histologic, Molecular, and Cytogenetic Features of Ovarian Cancers: Implications for Diagnosis and Treatment","year":2011,"lang":"en","type":"review","venue":"Radiographics","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Serous fluid; Clear cell; Pathology; Medicine; Serous carcinoma; Malignancy; Ovarian cancer; Carcinogenesis; Disease; Ovarian carcinoma; Histopathology; Stage (stratigraphy); Cancer research; Cancer; Carcinoma; Biology; 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":[0.002380561,0.000576979,0.001131236,0.002416471,0.0004624774,0.00187315,0.001086657,0.001060802,0.001511785],"category_scores_gemma":[0.009273444,0.0003418307,0.000401162,0.001216121,0.0007200238,0.001884443,0.0007744841,0.00140695,0.0005931739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035741,"about_ca_system_score_gemma":0.001295375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002504408,"about_ca_topic_score_gemma":0.003684517,"domain_scores_codex":[0.9992676,0.0002573052,0.0000963767,0.00009751927,0.0002175614,0.00006359701],"domain_scores_gemma":[0.9970169,0.001004143,0.000536276,0.0001663406,0.000985863,0.0002904282],"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":[0.0002829721,0.000185217,0.2431991,0.0006639703,0.00009202518,0.001571139,0.0001453151,0.001364288,0.002986236,0.00276705,0.01622096,0.7305219],"study_design_scores_gemma":[0.0001613695,0.0005947623,0.7328611,0.004142786,0.001022715,0.03735701,0.003748228,0.01919825,0.002682765,0.02847016,0.1694585,0.00030235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09157104,0.7902125,0.03050004,0.06287805,0.001963427,0.000241478,0.0009517922,0.0004625757,0.02121914],"genre_scores_gemma":[0.6111283,0.333217,0.03688454,0.006340628,0.007396774,0.0002783318,0.001445098,0.0001078716,0.003201516],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002504408,"threshold_uncertainty_score":0.01258975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09147691355386725,"score_gpt":0.3544954006904796,"score_spread":0.2630184871366124,"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."}}