{"id":"W3009263451","doi":"10.1016/j.urology.2020.02.019","title":"Metabolic Syndrome Predicts Worse Perioperative Outcomes in Patients Treated With Partial Nephrectomy for Renal Cell Carcinoma","year":2020,"lang":"en","type":"article","venue":"Urology","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surgical Specialties (Canada); Université de Montréal","funders":"","keywords":"Medicine; Nephrectomy; Renal cell carcinoma; Perioperative; Urology; Carcinoma; Internal medicine; Oncology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001795175,0.0002374926,0.0003781381,0.0004544119,0.0004206977,0.0006139746,0.0002627962,0.0004578734,0.001539302],"category_scores_gemma":[0.00147562,0.000165807,0.0005730696,0.000787353,0.0002778455,0.0002958209,0.0003321765,0.0008189763,0.0001030526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00022001,"about_ca_system_score_gemma":0.0005015098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002451268,"about_ca_topic_score_gemma":0.004198377,"domain_scores_codex":[0.9998171,0.00003661706,0.00002363805,0.00003089141,0.00004064613,0.00005118481],"domain_scores_gemma":[0.999396,0.0001073482,0.0002730851,0.00002591473,0.00003574248,0.0001619206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001173614,0.00002679233,0.9983234,0.000007883041,0.0000614311,0.0001677067,0.00001543037,0.00003438616,0.0001916699,0.0000174168,0.00006500018,0.0009715401],"study_design_scores_gemma":[0.000006212053,0.00005994907,0.9986299,0.000008417261,0.00008125246,0.0006840187,0.0001519118,0.0001604118,0.00004845823,0.00005902939,0.000105697,0.000004664812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997986,0.0007898351,0.00007203003,0.0001406342,0.00003392692,0.000003961047,0.0001404633,0.000003048877,0.0008301682],"genre_scores_gemma":[0.999313,0.000297893,0.00005260903,0.00004578815,0.00004011463,0.000002760907,0.000164657,0.000001325831,0.00008184632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002451268,"threshold_uncertainty_score":0.005149424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314464376657683,"score_gpt":0.2368864764761834,"score_spread":0.2237418327096066,"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."}}