{"id":"W2612433299","doi":"10.5489/cuaj.4192","title":"Modified C index: Novel predictor of postoperative renal functional loss of laparoscopic partial nephrectomy","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nephrectomy; Renal function; Urology; Hilum (anatomy); Renal hilum; Nuclear medicine; Kidney; Logistic regression; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008655599,0.0005832977,0.00043219,0.001532476,0.0002175907,0.0008007578,0.0005953027,0.0005091756,0.001344542],"category_scores_gemma":[0.004259628,0.0001493178,0.0004778065,0.0009217361,0.0003443538,0.0006810072,0.0006423971,0.0005418778,0.0002749169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000417942,"about_ca_system_score_gemma":0.0004917764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001287566,"about_ca_topic_score_gemma":0.001142977,"domain_scores_codex":[0.9995307,0.0001030109,0.00006768788,0.00008450945,0.0001561227,0.00005807784],"domain_scores_gemma":[0.9974493,0.0004545194,0.001247918,0.0001106575,0.0003668317,0.0003706968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000275481,0.00003960861,0.9901263,0.00003188669,0.00008220717,0.000078754,0.00001387325,0.0007268026,0.0004198413,0.00003705191,0.0002547227,0.007913583],"study_design_scores_gemma":[0.0000278671,0.0003758057,0.9851652,0.00002280941,0.00008899079,0.001377548,0.00005340784,0.01134716,0.0005682858,0.0002652278,0.0006794958,0.0000280959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935654,0.001634488,0.002927497,0.0001225269,0.00004177801,0.00003927849,0.0006053927,0.00005685316,0.001006739],"genre_scores_gemma":[0.9970816,0.000182318,0.001833515,0.00002167603,0.00004590107,0.00002925094,0.0006000161,0.000005160509,0.0002005722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001532476,"threshold_uncertainty_score":0.004577577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03068485844163783,"score_gpt":0.2481324084503531,"score_spread":0.2174475500087152,"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."}}