{"id":"W4388039327","doi":"10.1016/j.euo.2023.10.002","title":"Characterization of Patients with Metastatic Renal Cell Carcinoma Undergoing Deferred, Upfront, or No Cytoreductive Nephrectomy in the Era of Combination Immunotherapy: Results from the International Metastatic Renal Cell Carcinoma Database Consortium","year":2023,"lang":"en","type":"article","venue":"European Urology Oncology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Juravinski Cancer Centre; Western University; Dalhousie University; University of Alberta; Queen Elizabeth II Health Sciences Centre; BC Cancer Agency; University of Calgary","funders":"Genentech; Yasuda Memorial Medical Foundation; Bristol-Myers Squibb","keywords":"Medicine; Renal cell carcinoma; Subgroup analysis; Systemic therapy; Internal medicine; Nephrectomy; Oncology; Proportional hazards model; Immunotherapy; Urology; Cancer; Surgery; Kidney; Breast cancer; Confidence interval","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":[0.0005772174,0.0002135894,0.0006320082,0.0007991883,0.0003050576,0.0008374287,0.0005249215,0.0004628054,0.0009047045],"category_scores_gemma":[0.001998922,0.0001106781,0.0006130697,0.001997657,0.0001819066,0.0005421405,0.0006669505,0.0003742922,0.0001707964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006002357,"about_ca_system_score_gemma":0.0007652956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006806126,"about_ca_topic_score_gemma":0.01151816,"domain_scores_codex":[0.9993635,0.0001102483,0.00010272,0.0002168239,0.0001264185,0.00008033143],"domain_scores_gemma":[0.9987518,0.0002043433,0.0006308441,0.000089042,0.0001480071,0.0001759472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002894552,0.00002850797,0.9964839,0.00003339229,0.0001344401,0.00005971309,0.00003742106,0.0001061524,0.0002129289,0.00004342575,0.0004856268,0.002085062],"study_design_scores_gemma":[0.00002183981,0.00006069627,0.9983153,0.00001255838,0.00008848286,0.0003126623,0.0001185784,0.0002483074,0.0000908634,0.00004118973,0.0006842592,0.000005183161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890686,0.0008792809,0.0001037122,0.0001186244,0.000007702281,0.00002068588,0.008860783,0.000005028089,0.0009355849],"genre_scores_gemma":[0.9869857,0.0003803657,0.0001490434,0.0001144143,0.00001620242,0.00002108379,0.01219976,0.000004517075,0.0001288871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006806126,"threshold_uncertainty_score":0.01353306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793514986074851,"score_gpt":0.2583953669397867,"score_spread":0.2304602170790381,"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."}}