{"id":"W3108115906","doi":"10.1016/j.clgc.2020.11.004","title":"Upper Urinary Tract Tumors: Variant Histology Versus Urothelial Carcinoma","year":2020,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Stage (stratigraphy); Urology; Upper urinary tract; Adenocarcinoma; Internal medicine; Odds ratio; Oncology; Cancer; Urinary system","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001527062,0.0003941926,0.0008920917,0.00006338776,0.0001296499,0.00001707591,0.0002688494,0.0003061666,0.002913031],"category_scores_gemma":[0.0001907748,0.0003399706,0.0005623059,0.0002286779,0.0002708028,0.0001093631,0.0001407788,0.0007637655,0.0005467038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002192676,"about_ca_system_score_gemma":0.001050013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001543436,"about_ca_topic_score_gemma":0.000002504846,"domain_scores_codex":[0.9971387,0.0001962199,0.0008426851,0.0008908099,0.0003527355,0.0005788097],"domain_scores_gemma":[0.9980921,0.0002555545,0.0001783094,0.0005042066,0.0001159291,0.000853915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0691299,0.008852509,0.750284,0.000509782,0.001579788,0.03601009,0.001200115,0.00003428748,0.001521035,0.000168468,0.0677348,0.06297524],"study_design_scores_gemma":[0.03376152,0.0289413,0.6381056,0.0001355613,0.001506075,0.001306994,0.0002052294,0.0003982627,0.0007164795,0.00009627228,0.2938958,0.0009309544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621097,0.004638893,0.00005264221,0.01524224,0.003231531,0.000829323,0.0001488317,0.0002214476,0.01352533],"genre_scores_gemma":[0.9817957,0.0006753861,0.0005533309,0.00840777,0.006808985,0.0001627392,0.00003761648,0.00009156053,0.001466929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.226161,"threshold_uncertainty_score":0.9999052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073617548631075,"score_gpt":0.381989081500119,"score_spread":0.2746273266370115,"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."}}