{"id":"W4379095107","doi":"10.1016/j.urology.2023.05.017","title":"Ileal Ureter Utilization in Patients with Previous Urinary Diversions","year":2023,"lang":"en","type":"letter","venue":"Urology","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Anastomosis; Ureter; Urinary diversion; Surgery; Urinary system; Concomitant; Urinary bladder; Stenosis; Urology; General surgery; Bladder cancer; Internal medicine; Cystectomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000234513,0.0001678156,0.0002651085,0.0002299779,0.00005124986,0.000006205548,0.0001173828,0.0004600483,0.000190609],"category_scores_gemma":[0.00002553199,0.0001339661,0.000052501,0.0001998378,0.00006349683,0.00002742342,0.00008259546,0.000851685,0.0001980845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004037711,"about_ca_system_score_gemma":0.00005761289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001569476,"about_ca_topic_score_gemma":0.000005645925,"domain_scores_codex":[0.9989828,0.00004437283,0.0001793289,0.000353581,0.0001697109,0.0002701822],"domain_scores_gemma":[0.999424,0.00005139736,0.00007806666,0.000325855,0.00008076581,0.00003992117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001769111,0.0001134154,0.120059,0.00009378469,0.0000574935,0.000203239,0.00007714509,0.0000111903,4.804728e-7,0.00001357762,0.8789623,0.0002315138],"study_design_scores_gemma":[0.001277601,0.001973568,0.4335892,0.00004999726,0.0001972703,0.00004516701,0.000002577206,0.0001306137,2.010236e-7,0.000152134,0.5624127,0.0001689709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1033499,0.0002200521,0.0001739077,0.8904849,0.0004765663,0.001805958,0.0001284222,0.0002761522,0.003084097],"genre_scores_gemma":[0.2866435,0.00004101919,0.00006559432,0.7030264,0.0008550535,0.0001374508,0.004249088,0.00009028123,0.004891552],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3165496,"threshold_uncertainty_score":0.5462977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958688879349493,"score_gpt":0.2583030586027505,"score_spread":0.2287161698092556,"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."}}