{"id":"W4200200097","doi":"10.1016/j.urology.2021.10.004","title":"Hemi-Kock Continent Stoma With Augmentation Cystoplasty: Modifications and Outcomes","year":2021,"lang":"en","type":"article","venue":"Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"University of Toronto","keywords":"Medicine; Surgery; Stoma (medicine); Bladder augmentation; Urinary diversion; Ileocecal valve; Retrospective cohort study; Urinary bladder; Cystectomy; Bladder cancer; Ileum","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005905053,0.0003074205,0.0004157238,0.0005076073,0.0004622921,0.0006568206,0.0003080945,0.0005280159,0.0009158284],"category_scores_gemma":[0.002091982,0.0001153564,0.000714734,0.0004171994,0.0005411988,0.0007447685,0.0005170575,0.0005955367,0.0001730242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000379659,"about_ca_system_score_gemma":0.0003179222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004103588,"about_ca_topic_score_gemma":0.0007151095,"domain_scores_codex":[0.9995426,0.0000729538,0.00005906221,0.00007999214,0.0001232801,0.0001220088],"domain_scores_gemma":[0.9976987,0.0003308456,0.001253611,0.0001133218,0.0001061741,0.0004973278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001245612,0.001001598,0.963325,0.00008755978,0.0001662269,0.00373613,0.0002555064,0.0003600871,0.001624067,0.00005118346,0.0001456795,0.02800124],"study_design_scores_gemma":[0.00005647793,0.006146433,0.9711387,0.00005594929,0.000100243,0.02045551,0.0003581542,0.0006125028,0.0006636796,0.00005360759,0.0003351801,0.00002344085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993886,0.0003003532,0.00006532907,0.00001466258,0.000006589946,0.000006636358,0.00002430613,0.000002492634,0.0001910433],"genre_scores_gemma":[0.9995896,0.0001191656,0.00009041017,0.0000166494,0.00001726145,0.000007504861,0.00008455604,0.000001226772,0.00007365394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009158284,"threshold_uncertainty_score":0.003122926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410861468502814,"score_gpt":0.2784817185407123,"score_spread":0.2643731038556841,"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."}}