{"id":"W4225625508","doi":"10.1007/s00345-021-03925-w","title":"Evolving trends in peri-operative management of pediatric ureteropelvic junction obstruction: working towards quicker recovery and day surgery pyeloplasty","year":2022,"lang":"en","type":"letter","venue":"World Journal of Urology","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Ureteropelvic junction; Pyeloplasty; Nephrology; Surgery; Peri; General surgery; Hydronephrosis; Internal medicine; Urinary system","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":[0.00184707,0.0002768842,0.00064574,0.0007354022,0.001950411,0.002117457,0.0008383712,0.01101027,0.003507755],"category_scores_gemma":[0.01383183,0.0002640583,0.0006485846,0.001018335,0.001733484,0.003136232,0.0008534709,0.01217642,0.0007950679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00337177,"about_ca_system_score_gemma":0.004509238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004941098,"about_ca_topic_score_gemma":0.01436061,"domain_scores_codex":[0.9973153,0.0005378939,0.0006727139,0.0002581496,0.0007340361,0.0004818892],"domain_scores_gemma":[0.9868635,0.004697894,0.002322808,0.0001925933,0.00260425,0.003319057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002108973,0.0005111825,0.1722469,0.0007846934,0.00007676608,0.2252485,0.004008218,0.001548008,0.002238898,0.01633155,0.4728971,0.1038972],"study_design_scores_gemma":[0.0001359327,0.0006867818,0.07963457,0.002934984,0.0001107271,0.4083461,0.01260642,0.003028497,0.001133488,0.01494328,0.4762029,0.0002364335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.02167154,0.005093323,0.0004982643,0.9608453,0.006001647,0.00001287549,0.00005247963,0.00002892471,0.005795652],"genre_scores_gemma":[0.2619289,0.0190264,0.004857052,0.6477787,0.05914378,0.00006225694,0.0001462047,0.0001152602,0.006941509],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01101027,"threshold_uncertainty_score":0.02446407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214008132723003,"score_gpt":0.2553784666054895,"score_spread":0.2339776533331892,"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."}}