{"id":"W4396801852","doi":"10.1097/spv.0000000000001519","title":"Cost Analysis of Bladder Catheterization After Pelvic Floor Surgery","year":2024,"lang":"en","type":"article","venue":"Urogynecology","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Interquartile range; Surgery; Activity-based costing; Catheter; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004872427,0.001000402,0.001326181,0.003578244,0.0003407298,0.001592134,0.001132724,0.0008335274,0.00251983],"category_scores_gemma":[0.01823103,0.0005051623,0.003775672,0.004464048,0.0004374178,0.0009339952,0.0006733789,0.0009895836,0.0001184719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0147609,"about_ca_system_score_gemma":0.01003236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1477216,"about_ca_topic_score_gemma":0.1005951,"domain_scores_codex":[0.996628,0.002008029,0.0002133156,0.0001858167,0.0007189303,0.0002459546],"domain_scores_gemma":[0.9918907,0.006059241,0.0007851444,0.0001193015,0.0009576704,0.0001880293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001623577,0.0002302979,0.04603828,0.004281231,0.006189798,0.000318338,0.0001110654,0.8797625,0.0002544473,0.006556248,0.00288115,0.05175311],"study_design_scores_gemma":[0.0005855949,0.001471482,0.06320218,0.002752644,0.007800579,0.0004533005,0.0005146657,0.9044492,0.0006773045,0.01012136,0.007819113,0.0001525624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8309727,0.08081852,0.03903856,0.006008961,0.0004069699,0.002494508,0.02218644,0.0001335533,0.01793982],"genre_scores_gemma":[0.9840919,0.005948611,0.006327744,0.0001502615,0.000040725,0.0002847927,0.002614119,0.00001435109,0.0005275939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1477216,"threshold_uncertainty_score":0.2937235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845032740865036,"score_gpt":0.3075835970598822,"score_spread":0.2791332696512319,"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."}}