{"id":"W2982946475","doi":"10.1007/s00345-019-02982-6","title":"Complication rate after cystectomy following pelvic radiotherapy: an international, multicenter, retrospective series of 682 cases","year":2019,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cystectomy; Nephrology; Radiation therapy; Complication; Retrospective cohort study; Multicenter study; General surgery; Internal medicine; Urology; Surgery; Bladder cancer; Cancer; Randomized controlled trial","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":[0.0001591297,0.0001058981,0.0003642405,0.0002335458,0.00001803639,0.000009125379,0.0001025897,0.00003762966,0.0003931431],"category_scores_gemma":[0.00002695774,0.00008449161,0.0001493296,0.0001095271,0.00004468735,0.000239241,0.00001354095,0.0001558103,0.000008206127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134114,"about_ca_system_score_gemma":0.00005904159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003219445,"about_ca_topic_score_gemma":0.00005414283,"domain_scores_codex":[0.9991518,0.0000879637,0.0003447246,0.0001338203,0.0001616293,0.0001201251],"domain_scores_gemma":[0.9992179,0.00005259023,0.0002902729,0.0001759297,0.0001965518,0.00006674419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007412685,0.0003830159,0.9638628,0.00002812611,0.0008611629,0.0003267887,0.0007181937,0.00002737036,0.02437215,0.0001124209,0.00009880449,0.001796492],"study_design_scores_gemma":[0.008396289,0.003540045,0.9681578,0.00008882487,0.0003009948,0.001005661,0.00009782148,0.0001027469,0.001853505,0.0001279396,0.016225,0.0001033938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947422,0.00175332,0.0001102733,0.001421316,0.0008511491,0.0002176981,0.000009975725,0.000008831025,0.000885232],"genre_scores_gemma":[0.9975678,0.000251312,0.0006465933,0.0006794723,0.000212483,0.000006050362,0.000004900053,0.00001774388,0.0006136487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02251865,"threshold_uncertainty_score":0.4304641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366004153571773,"score_gpt":0.2977719861722185,"score_spread":0.2841119446365008,"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."}}