{"id":"W2580256720","doi":"10.4103/0974-7796.198888","title":"Feasibility of laparoscopic partial nephrectomy in the obese patient and assessment of predictors of perioperative outcomes","year":2017,"lang":"en","type":"article","venue":"Urology Annals","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Queen's University","funders":"","keywords":"Medicine; Nephrectomy; Body mass index; Renal function; Perioperative; Comorbidity; Complication; Surgery; Diabetes mellitus; Retrospective cohort study; Kidney disease; Internal medicine; 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":[0.0006119602,0.000216567,0.0002076311,0.0007212919,0.0002914873,0.0004879599,0.0002203999,0.0003254793,0.001889102],"category_scores_gemma":[0.002999159,0.00019798,0.0003242104,0.0005862036,0.0002256453,0.0004578887,0.0004236591,0.0004853454,0.00019878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326272,"about_ca_system_score_gemma":0.0002610649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006791098,"about_ca_topic_score_gemma":0.0009110989,"domain_scores_codex":[0.9997973,0.00005737137,0.00003136729,0.00003016566,0.00004577108,0.00003814162],"domain_scores_gemma":[0.997817,0.000457381,0.001223409,0.00003970256,0.000104238,0.0003582396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004718728,0.000008175151,0.999294,0.000004855993,0.000009285905,0.0001108,0.000009758041,0.00001807644,0.00005964428,0.000004352079,0.00001708065,0.0004166819],"study_design_scores_gemma":[0.000005083037,0.0001260095,0.9971226,0.000009713363,0.00001735931,0.002227159,0.0001416712,0.0001945845,0.00004908137,0.00001927623,0.00008354247,0.000003786857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993713,0.0001893437,0.00005947916,0.00004311256,0.000003586364,0.000004989593,0.00008619094,0.000001592721,0.00024038],"genre_scores_gemma":[0.9995478,0.0001169368,0.0001148894,0.00001387617,0.00001713969,0.000005313295,0.0001523795,8.913769e-7,0.00003073095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001889102,"threshold_uncertainty_score":0.006319702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07654001534883617,"score_gpt":0.3857736668529262,"score_spread":0.3092336515040901,"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."}}