{"id":"W2472172329","doi":"10.1016/j.urology.2016.06.037","title":"Occurrence of and Risk Factors for Urological Intervention During Benign Hysterectomy: Analysis of the National Surgical Quality Improvement Program Database","year":2016,"lang":"en","type":"article","venue":"Urology","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Hysterectomy; Cystoscopy; Odds ratio; Concomitant; Cystectomy; Retrospective cohort study; Perioperative; Surgery; Bladder cancer; Urinary system; Internal medicine; Cancer","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":[0.0002064017,0.00005769106,0.000201984,0.00006689459,0.00003611859,0.000001966185,0.00006869739,0.0000457055,0.00003642766],"category_scores_gemma":[0.0002362988,0.0000288596,0.000157777,0.0001305386,0.0001254694,0.0000224465,0.00006251362,0.00005253913,1.810353e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001108878,"about_ca_system_score_gemma":0.0000151995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003077107,"about_ca_topic_score_gemma":0.00002310893,"domain_scores_codex":[0.9992778,0.00006896838,0.0002796216,0.000176606,0.0001065912,0.00009044516],"domain_scores_gemma":[0.999262,0.000247671,0.0002028875,0.0001328215,0.000125621,0.0000289604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007418544,0.0006703248,0.9697322,0.0001089832,0.0009859032,2.489924e-7,0.0000997709,0.000018474,0.0164583,0.001357003,0.00003266478,0.0097943],"study_design_scores_gemma":[0.001328293,0.0009177478,0.9931918,0.000008077862,0.0008076119,0.000003787749,0.00001229258,0.0009267905,0.002044871,0.000281603,0.0004299451,0.00004714094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974769,0.00004051428,0.0009460511,0.0004878973,0.00001857256,0.0003394987,0.0006661387,0.00001035384,0.0000141015],"genre_scores_gemma":[0.9997526,0.00001291556,0.00006640448,0.00002555146,0.00001076546,0.00005904862,0.00005945971,0.000001451614,0.00001181573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02345967,"threshold_uncertainty_score":0.117686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05517646899146372,"score_gpt":0.3711901995552606,"score_spread":0.3160137305637969,"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."}}