{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004599168,0.0001851209,0.0003740498,0.0005698563,0.0001919266,0.0009720363,0.0001974748,0.0002740063,0.003123518],"category_scores_gemma":[0.001387993,0.00006314297,0.0002294144,0.001136208,0.0004000945,0.0004600015,0.0002625368,0.0003047614,0.0002247847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003547824,"about_ca_system_score_gemma":0.0003687582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001682448,"about_ca_topic_score_gemma":0.004427468,"domain_scores_codex":[0.999779,0.00007305085,0.00002192142,0.00003459337,0.0000491028,0.00004226496],"domain_scores_gemma":[0.9994975,0.0001271598,0.0001879206,0.00001965377,0.0000638519,0.0001038804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002174273,0.0001074554,0.8293653,0.0004630777,0.0002447232,0.001008181,0.0001870209,0.0003729713,0.004470149,0.002436944,0.002273174,0.1568967],"study_design_scores_gemma":[0.000107723,0.001294029,0.9735758,0.0003595268,0.0003408327,0.006831853,0.001010852,0.0008961026,0.0009501448,0.002219187,0.01238942,0.00002433547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9021721,0.07751767,0.001004202,0.001585212,0.0003839619,0.00002054374,0.0005701989,0.00002975183,0.01671641],"genre_scores_gemma":[0.9923666,0.005737374,0.0003799083,0.0002032855,0.0002312108,0.000002365407,0.0001848314,0.000005212755,0.0008891996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003123518,"threshold_uncertainty_score":0.01044923,"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."}}