{"id":"W3011443028","doi":"10.1089/end.2019.0684","title":"Ambulatory-Based Bladder Outlet Procedures Offer Significant Cost Savings and Comparable 30-Day Outcomes Relative to Inpatient Procedures","year":2020,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Ambulatory; Confidence interval; Odds ratio; Perioperative; Emergency medicine; Logistic regression; Healthcare Cost and Utilization Project; Ambulatory care; Inpatient care; Odds; Health care; Surgery; Internal medicine","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":[0.0004084017,0.000235197,0.0007255644,0.0002618817,0.0000959614,0.00003090311,0.000159308,0.0001188616,0.0003952054],"category_scores_gemma":[0.001445098,0.0001664257,0.0001267571,0.0002135748,0.0001673872,0.0001233891,0.00007959027,0.0007267577,0.00004122882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005218406,"about_ca_system_score_gemma":0.0007786748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008300923,"about_ca_topic_score_gemma":0.000006891302,"domain_scores_codex":[0.9979554,0.0002007383,0.0006106345,0.0002893312,0.0005020963,0.0004417948],"domain_scores_gemma":[0.9980443,0.0004362889,0.0002752411,0.0001403421,0.0004175378,0.0006863582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01027468,0.001331222,0.8488517,0.0009884698,0.001463849,0.002167622,0.01405378,0.001353817,0.03964694,0.0003711043,0.07709751,0.002399307],"study_design_scores_gemma":[0.01582474,0.02949385,0.869818,0.000323612,0.0007114183,0.0007620874,0.001342378,0.001227182,0.01372477,0.000551372,0.06550806,0.0007125483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456088,0.000577259,0.001080353,0.05074364,0.0001144564,0.001006693,0.00002074454,0.00002817163,0.000819863],"genre_scores_gemma":[0.9886253,0.00004774769,0.0008404452,0.01008959,0.0001642483,0.0000217658,0.000004673415,0.00003265044,0.0001735913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04301647,"threshold_uncertainty_score":0.6786643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0437104024284152,"score_gpt":0.3224434557058217,"score_spread":0.2787330532774065,"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."}}