{"id":"W3090166067","doi":"10.5489/cuaj.6833","title":"Prognostic impact of paraneoplastic syndromes on patients with non-metastatic renal cell carcinoma undergoing surgery: Results from Canadian Kidney Cancer information system","year":2020,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of British Columbia; Dalhousie University; University of Toronto; University of Calgary; McGill University; Université de Montréal; University of Alberta; Université Laval; University of Ottawa; University of Manitoba","funders":"","keywords":"Medicine; Renal cell carcinoma; Hazard ratio; Nephrectomy; Kidney cancer; Cancer; Internal medicine; Cohort; Oncology; Proportional hazards model; Confidence interval; Pathological; Gastroenterology; Carcinoma; Kidney; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0007348445,0.0001696893,0.000274109,0.0009605291,0.0005821147,0.0005380079,0.0004435181,0.0002040251,0.001387287],"category_scores_gemma":[0.003947828,0.00009333763,0.0004198262,0.002178713,0.0002361291,0.0002613587,0.0005840017,0.0003190472,0.00008952033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003077436,"about_ca_system_score_gemma":0.005811966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6808503,"about_ca_topic_score_gemma":0.777437,"domain_scores_codex":[0.9993232,0.00006121266,0.00004901381,0.00007797073,0.0003539983,0.0001345201],"domain_scores_gemma":[0.9974012,0.0003360433,0.0008999784,0.00006915638,0.0008455958,0.0004480759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002590007,0.000002953708,0.9988157,0.0000111745,0.0000243221,0.00001316842,0.00002544087,0.00004180074,0.00002735598,0.000009200601,0.0001909944,0.0008119472],"study_design_scores_gemma":[0.000001596645,0.000007656043,0.9995298,0.000006909565,0.00001315396,0.0000340827,0.00006315953,0.0001212029,0.00001789761,0.000004925448,0.0001974469,0.00000216478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919134,0.000681459,0.00005673937,0.0002199852,0.000006958614,0.00001811387,0.005486306,0.000006334791,0.001610629],"genre_scores_gemma":[0.9974284,0.000198338,0.00005807337,0.0000297778,0.000004590668,0.000005059622,0.002173214,0.000001387076,0.0001010212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3191497,"threshold_uncertainty_score":0.6420584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149593840348803,"score_gpt":0.2056441647696041,"score_spread":0.1906847807347238,"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."}}