{"id":"W2002161733","doi":"10.5489/cuaj.1372","title":"Association between R.E.N.A.L nephrometry score and perioperative outcomes following open partial nephrectomy under cold ischemia","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nephrectomy; Perioperative; Renal cell carcinoma; Blood loss; Ischemia; Surgery; Complication; Renal function; Urology; Kidney; 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":[0.0006355812,0.0001962163,0.0002988572,0.0006668618,0.0002520978,0.0005147829,0.0002331963,0.000296886,0.0009391579],"category_scores_gemma":[0.003035225,0.0001507202,0.0003546598,0.0005483441,0.0003261036,0.0004486283,0.0004847174,0.0003554073,0.0001057633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003029722,"about_ca_system_score_gemma":0.000339794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008675345,"about_ca_topic_score_gemma":0.001227502,"domain_scores_codex":[0.9995777,0.00008344761,0.00006741385,0.00008158656,0.0001118715,0.00007798271],"domain_scores_gemma":[0.9961385,0.000577905,0.002420192,0.0001090731,0.0002256195,0.0005287013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006017725,0.000008002145,0.9994078,0.000002820439,0.00001413939,0.00004176486,0.000009219516,0.00002063783,0.00007807764,0.00000232977,0.000008107705,0.0003470476],"study_design_scores_gemma":[0.000003083008,0.00009726694,0.9991831,0.000001706331,0.00001021934,0.0004472203,0.00003360693,0.0001363917,0.0000543179,0.00000755341,0.00002335235,0.000002114486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997233,0.00007538271,0.00004782281,0.000008842653,0.000001447329,0.000003172735,0.00003356877,6.977335e-7,0.0001058098],"genre_scores_gemma":[0.9998325,0.00001995213,0.00004528337,0.000004122859,0.000004823937,0.000002547288,0.00007391704,3.171945e-7,0.00001658484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009391579,"threshold_uncertainty_score":0.003361285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02735938483948685,"score_gpt":0.2672937223634834,"score_spread":0.2399343375239966,"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."}}