{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005422139,0.0001988994,0.0003876869,0.0008721648,0.002305138,0.00138264,0.0003953023,0.006060181,0.004903879],"category_scores_gemma":[0.004219213,0.0003042183,0.0005576251,0.001117722,0.0007579579,0.0007575711,0.0005510708,0.003596055,0.000503337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334827,"about_ca_system_score_gemma":0.001866421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006494703,"about_ca_topic_score_gemma":0.01972286,"domain_scores_codex":[0.9993037,0.0001697048,0.0001173953,0.0000479751,0.0001010825,0.0002601342],"domain_scores_gemma":[0.9971526,0.0009820792,0.000568585,0.00007396405,0.0002219591,0.001000851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0004053284,0.0003846594,0.7043937,0.0001500312,0.0000638303,0.2162727,0.001726594,0.0002316023,0.0008336295,0.001224214,0.05529601,0.01901772],"study_design_scores_gemma":[0.0001467412,0.0007431878,0.5661097,0.0007635325,0.0001526091,0.3537904,0.01252295,0.001325883,0.0006611152,0.002649049,0.06103057,0.0001043644],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5854934,0.006556986,0.0002599398,0.3457249,0.003984919,0.00005441635,0.0004401892,0.00005555591,0.05742963],"genre_scores_gemma":[0.9209329,0.002953229,0.0002992228,0.06105724,0.00828838,0.00002680668,0.0001403593,0.00001774666,0.006284209],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006494703,"threshold_uncertainty_score":0.01640511,"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."}}