{"id":"W2607465228","doi":"10.5489/cuaj.4107","title":"Transperitoneal laparoscopic nephrectomy: Assessing complication risk in cases of previous abdominal surgery","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":"Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Medicine; Complication; Nephrectomy; Surgery; Abdominal surgery; General surgery; Laparoscopy; Surgical complication; Internal medicine; Kidney","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001288287,0.0002623834,0.0003281542,0.001769979,0.000292651,0.0005832754,0.0004143262,0.0003344096,0.001042004],"category_scores_gemma":[0.004567555,0.0001926526,0.0005306051,0.00109266,0.0003842635,0.0007417091,0.0005399606,0.0003651847,0.0001469654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002259864,"about_ca_system_score_gemma":0.0003603454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000641174,"about_ca_topic_score_gemma":0.00117752,"domain_scores_codex":[0.9992002,0.0001860341,0.0001996302,0.0001119008,0.0002174405,0.00008488393],"domain_scores_gemma":[0.9954117,0.0007985251,0.002966728,0.0001142205,0.0002354815,0.000473444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004570204,0.000007945817,0.998616,0.00001364716,0.00001763228,0.0001037874,0.00001478323,0.00002562995,0.00007227009,0.000003798766,0.00001305009,0.001065728],"study_design_scores_gemma":[0.000004677462,0.0001479728,0.9958143,0.00001917218,0.00003870306,0.003184173,0.0001456503,0.0003264865,0.0001729457,0.00002184347,0.0001189127,0.000005236041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985307,0.0007959655,0.0002945671,0.0000282394,0.000006874718,0.0000109504,0.00007376168,0.000003901416,0.0002549421],"genre_scores_gemma":[0.9991083,0.0002653835,0.0004179826,0.00001154647,0.00001896997,0.00001036773,0.0001201305,0.000001641776,0.00004568134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001769979,"threshold_uncertainty_score":0.006813169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04038868700790382,"score_gpt":0.2864148107023574,"score_spread":0.2460261236944536,"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."}}