{"id":"W4400853717","doi":"10.1245/s10434-024-15814-8","title":"Adjuvant Systemic Therapy Improved Survival After Radical Nephroureterectomy for Upper Tract Urothelial Carcinoma","year":2024,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Surgical oncology; Urothelial carcinoma; Urology; Ureteral neoplasm; Adjuvant; Oncology; Adjuvant therapy; Internal medicine; Carcinoma; Chemotherapy; Cancer; Transitional cell carcinoma; 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":[0.0002283048,0.0001520024,0.0004528381,0.00009388017,0.0001239386,0.0002189701,0.0001057458,0.0001201061,0.001233712],"category_scores_gemma":[0.000676662,0.00005744366,0.0003451535,0.0001916539,0.0001294264,0.0002077103,0.0001196568,0.0003609728,0.00007067201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000193593,"about_ca_system_score_gemma":0.0004209788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001553,"about_ca_topic_score_gemma":0.004932979,"domain_scores_codex":[0.9999272,0.00002287794,0.000007868583,0.00001264344,0.000009890161,0.00001950028],"domain_scores_gemma":[0.9998249,0.00006262456,0.00003852048,0.00001544697,0.00001535089,0.00004314846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.07186107,0.004308688,0.3292357,0.001311899,0.001783838,0.001036288,0.0003809324,0.005252382,0.076828,0.0003397259,0.004390457,0.503271],"study_design_scores_gemma":[0.001906624,0.02514904,0.9602323,0.00007070241,0.001463023,0.0005179034,0.000145685,0.002144858,0.004255439,0.000269425,0.003824209,0.00002076962],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935178,0.004627068,0.0001813681,0.0001999798,0.0001023272,0.00001797819,0.0001324854,0.00003038669,0.001190698],"genre_scores_gemma":[0.9986104,0.0006281956,0.00009275513,0.00006322203,0.0000394687,0.000005608652,0.0001282121,0.000002809995,0.0004293012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001233712,"threshold_uncertainty_score":0.004127204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06138071952757434,"score_gpt":0.3723566734834853,"score_spread":0.310975953955911,"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."}}