{"id":"W3017454213","doi":"10.1097/pas.0000000000001496","title":"The International Society of Urological Pathology Consultation on Molecular Pathology of Urogenital Cancer","year":2020,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Genital Health and Disease","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Genitourinary system; Molecular pathology; Medicine; Anatomical pathology; Prostate cancer; Pathology; Bladder cancer; Renal pathology; Gynecology; Cancer; Internal medicine; Biology; Kidney; Immunohistochemistry","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":[0.01498778,0.001201071,0.0009738337,0.003404357,0.003816018,0.003881278,0.001944908,0.01231215,0.01862197],"category_scores_gemma":[0.01825277,0.0008088548,0.001456411,0.002294232,0.002606482,0.002013064,0.003949616,0.01903931,0.009128997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005108565,"about_ca_system_score_gemma":0.02319901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01086766,"about_ca_topic_score_gemma":0.02919661,"domain_scores_codex":[0.9919229,0.002625985,0.0005471968,0.0006531493,0.002628747,0.001621945],"domain_scores_gemma":[0.9713176,0.004123863,0.00088058,0.0007346566,0.01485195,0.008091314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002372418,0.00002320141,0.0004986469,0.0001304784,0.000007127381,0.0003673849,0.0001050083,0.00005638721,0.0004379188,0.001596387,0.9790152,0.01773831],"study_design_scores_gemma":[0.00001292649,0.00003094305,0.00166325,0.0004948641,0.00001366502,0.0009521686,0.0002284588,0.00006146504,0.0003159332,0.001248867,0.9949485,0.00002901568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001586713,0.02481687,0.002958748,0.7513655,0.1697796,0.0003272659,0.0006398152,0.0001720399,0.04835335],"genre_scores_gemma":[0.03281347,0.05614845,0.01552917,0.5372126,0.1427208,0.000773947,0.003094372,0.0005323742,0.211175],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01862197,"threshold_uncertainty_score":0.07926393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200741876663656,"score_gpt":0.316255068975794,"score_spread":0.2942476502091574,"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."}}