{"id":"W3166367379","doi":"10.1007/s10147-021-01941-9","title":"Comparison between 1973 and 2004/2016 World Health Organization grading in upper tract urothelial carcinoma treated with radical nephroureterectomy","year":2021,"lang":"en","type":"article","venue":"International Journal of Clinical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"Università degli Studi di Napoli Federico II","keywords":"Medicine; Grading (engineering); Hazard ratio; Proportional hazards model; Guideline; Urology; Urothelial carcinoma; Epidemiology; Surgical oncology; Internal medicine; Oncology; Surgery; Cancer; Confidence interval; Pathology; Bladder cancer","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":[0.001442529,0.0002623674,0.0003283284,0.001091768,0.0001870841,0.0005650963,0.0005511551,0.0004119732,0.0008800338],"category_scores_gemma":[0.004723832,0.0001836296,0.001227316,0.001562503,0.0002347472,0.0004720296,0.0004579731,0.000462932,0.0001593219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047143,"about_ca_system_score_gemma":0.0006345916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01684808,"about_ca_topic_score_gemma":0.02231214,"domain_scores_codex":[0.9989779,0.0002506692,0.0001617626,0.0002214565,0.0002153653,0.0001729707],"domain_scores_gemma":[0.9967555,0.0006081795,0.001724431,0.0001887583,0.0004145597,0.0003084862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003563186,0.00001496282,0.9967263,0.00002745617,0.000176836,0.00002877999,0.00003527645,0.0002300121,0.00007820252,0.0000414288,0.0004020543,0.001882324],"study_design_scores_gemma":[0.00001284525,0.00004735938,0.9991067,0.00001147326,0.00005455363,0.00004363732,0.00006997326,0.0003357053,0.00004923089,0.0000277852,0.0002369035,0.000003723565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950286,0.001226068,0.0002464018,0.0001469676,0.00005363712,0.00002136634,0.002110615,0.00001084278,0.001155534],"genre_scores_gemma":[0.9973921,0.0001809146,0.00005323706,0.00003425201,0.0000267568,0.000008237442,0.002187541,0.000005334402,0.0001115944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01684808,"threshold_uncertainty_score":0.03350002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08678483267676279,"score_gpt":0.4564417319501107,"score_spread":0.3696568992733479,"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."}}