{"id":"W4321782008","doi":"10.1016/j.jvir.2022.12.103","title":"Abstract No. 59 Temporal Trends in Cystostomy Exchanges and Placements: A 2000–2014 Analysis of the National Inpatient Sample (NIS) and National Emergency Department Sample (NEDS) of the Healthcare Cost and Utilization Project","year":2023,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Emergency department; Sample (material); Healthcare Cost and Utilization Project; Health care; Emergency medicine; Medical emergency; Nursing","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":[0.001393891,0.0001892997,0.0003509232,0.002477861,0.0003653463,0.0007388255,0.0006749553,0.0003452315,0.003690258],"category_scores_gemma":[0.005456011,0.0004196325,0.0009193198,0.00464039,0.0002581339,0.0009062833,0.0008634495,0.0005783764,0.0006109879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001190163,"about_ca_system_score_gemma":0.001741223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06799121,"about_ca_topic_score_gemma":0.06053119,"domain_scores_codex":[0.998268,0.0002335272,0.0004814965,0.0003020533,0.0004586189,0.0002563034],"domain_scores_gemma":[0.9950308,0.0006150312,0.00257635,0.000275521,0.001101318,0.0004009992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001011994,0.00002869255,0.9966049,0.00005067105,0.00009138872,0.0000151932,0.00005218189,0.00009060466,0.00004896801,0.00004294662,0.001645679,0.001227643],"study_design_scores_gemma":[0.000005075331,0.00002654051,0.9989672,0.00002425821,0.00002521871,0.00004823346,0.0001780617,0.0001983185,0.00003920003,0.00001134128,0.0004735633,0.000002930946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290369,0.0005354809,0.0002211431,0.0001743341,0.000021893,0.00006409341,0.06794932,0.0000245725,0.001972249],"genre_scores_gemma":[0.956218,0.0004285462,0.0003265802,0.0001525276,0.000028598,0.0001041004,0.04161718,0.00002002209,0.00110448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06799121,"threshold_uncertainty_score":0.1351909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05882438335117124,"score_gpt":0.3640977906968387,"score_spread":0.3052734073456675,"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."}}