{"id":"W2127868784","doi":"10.1590/s1677-55382011000300026","title":"Adverse renal outcomes in subjects undergoing nephrectomy for renal tumors: a population-based analysis","year":2011,"lang":"en","type":"article","venue":"International braz j urol","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Nephrectomy; Hazard ratio; Renal function; Kidney disease; Proteinuria; Population; Proportional hazards model; Internal medicine; Urology; Dialysis; Confidence interval; Adverse effect; Cohort; Surgery; Kidney","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001837469,0.0002143597,0.000402397,0.0009143575,0.00004274504,0.00001732897,0.0001621068,0.00007394824,0.0005301653],"category_scores_gemma":[0.0002905909,0.0001866365,0.0004276562,0.000404759,0.00002544211,0.0001371069,0.00002814324,0.000126163,0.00003182167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004202681,"about_ca_system_score_gemma":0.0001717774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096263,"about_ca_topic_score_gemma":0.001460968,"domain_scores_codex":[0.9983579,0.00004293098,0.0004858484,0.0003984655,0.000459912,0.0002549566],"domain_scores_gemma":[0.9989262,0.0003499616,0.0001801669,0.0002659224,0.0001549515,0.0001228485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008612273,0.0004028644,0.9950712,0.00001961751,0.0009667993,0.0001785165,0.0001457741,0.0009720079,0.0006050592,0.0003843739,0.00005054648,0.0003420676],"study_design_scores_gemma":[0.004055392,0.0002560352,0.9839459,0.00007224368,0.0005172877,0.0000141979,0.00003093988,0.00663281,0.003726128,0.0004204623,0.0001572746,0.0001713453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919502,0.00002658167,0.003047178,0.0005586961,0.0001452195,0.0005664693,0.00004052728,0.00006273296,0.003602359],"genre_scores_gemma":[0.9907608,0.00000132882,0.007266135,0.0005743761,0.00009925163,0.000153879,0.0003965012,0.00002774195,0.000719993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01112526,"threshold_uncertainty_score":0.7610818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03146051222223127,"score_gpt":0.2860869514334987,"score_spread":0.2546264392112674,"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."}}