{"id":"W2039565698","doi":"10.5489/cuaj.10035","title":"How long can patients with renal cell carcinoma wait for surgery without compromising pathological outcomes?","year":2011,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Pathological; Renal cell carcinoma; Stage (stratigraphy); Pathological staging; Surgery; Kidney cancer; Multivariate analysis; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001253454,0.0001633383,0.000320396,0.0003963529,0.0003300763,0.0009753453,0.0004200764,0.0006505037,0.003018298],"category_scores_gemma":[0.01307635,0.00008427862,0.0003835626,0.0009239193,0.0003582189,0.001388231,0.0003513937,0.000547257,0.0003643168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004702292,"about_ca_system_score_gemma":0.0007936694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0014788,"about_ca_topic_score_gemma":0.003242616,"domain_scores_codex":[0.9995601,0.0001372481,0.00005385869,0.00006018739,0.0000864196,0.0001021868],"domain_scores_gemma":[0.9908487,0.00330375,0.004176415,0.0001170761,0.0003801331,0.001174002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003295475,0.00007152327,0.9630434,0.0001612497,0.00006813912,0.000128862,0.0001923916,0.0002291901,0.0001260009,0.00009343985,0.0008869098,0.03466927],"study_design_scores_gemma":[0.00002624737,0.0008165273,0.9911854,0.0002473516,0.0001890842,0.001400776,0.001986784,0.0006916312,0.0002761489,0.0008630496,0.002289566,0.0000273773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819942,0.009620647,0.0004786032,0.005277595,0.0001202219,0.00001227769,0.000387486,0.00001745661,0.002091542],"genre_scores_gemma":[0.9974405,0.001721187,0.0001607002,0.0002204654,0.0001485064,0.000006239414,0.0001575561,0.000003044347,0.0001417552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003018298,"threshold_uncertainty_score":0.01009721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03380214109597567,"score_gpt":0.2078119694068255,"score_spread":0.1740098283108498,"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."}}