{"id":"W2171174421","doi":"10.1016/j.eururo.2010.11.013","title":"Adverse Renal Outcomes in Subjects Undergoing Nephrectomy for Renal Tumors: A Population-Based Analysis","year":2010,"lang":"en","type":"article","venue":"European Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Nephrectomy; Hazard ratio; Renal function; Kidney disease; Proteinuria; Population; Urology; Internal medicine; Proportional hazards model; Dialysis; Confidence interval; Surgery; Kidney","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004608096,0.0002276864,0.0005249238,0.0006858512,0.00006545626,0.0000112401,0.000121836,0.00007109725,0.0001693391],"category_scores_gemma":[0.0005054295,0.0001910124,0.000330322,0.0004690246,0.00005222871,0.00004517189,0.00003592157,0.000310334,0.00006529675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007740255,"about_ca_system_score_gemma":0.0001185188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001705907,"about_ca_topic_score_gemma":0.002267413,"domain_scores_codex":[0.9982769,0.0002496077,0.0004442939,0.0004663057,0.0001747034,0.0003881712],"domain_scores_gemma":[0.9985812,0.0005686946,0.0001588849,0.0004722309,0.00006235146,0.0001566503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006266252,0.0001831251,0.991251,0.00002143781,0.0003217147,0.0006404417,0.00008265284,0.001514099,0.004799928,0.0001343751,0.00006686489,0.000357756],"study_design_scores_gemma":[0.004067771,0.0006171558,0.9909738,0.000009773818,0.0007526351,0.00003602918,0.00001073252,0.001835344,0.0005365102,0.00005172549,0.0009497363,0.0001587504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941053,0.00002581954,0.000749925,0.0009072963,0.000120796,0.0004768606,0.00000939964,0.00008119073,0.003523447],"genre_scores_gemma":[0.9941967,8.286559e-7,0.003884343,0.00106683,0.000146691,0.00002802612,0.0002311769,0.00004925429,0.0003961749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004263418,"threshold_uncertainty_score":0.7789258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626543546660396,"score_gpt":0.2635935778235525,"score_spread":0.2473281423569486,"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."}}