{"id":"W3203013316","doi":"10.1159/000519481","title":"The Impact of Preoperative Double-J Stent on Perioperative Complications, Recurrence, and Quality of Life in Adult Patients Undergoing Pyeloplasty","year":2021,"lang":"en","type":"article","venue":"Urologia Internationalis","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Pyeloplasty; Perioperative; Surgery; Quality of life (healthcare); Cohort; Stent; Internal medicine; Hydronephrosis","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":[0.0002279984,0.0001046947,0.0002671194,0.0000721718,0.00008094078,0.00000520002,0.00007592382,0.00007607908,0.00002403458],"category_scores_gemma":[0.001713186,0.00006619065,0.00006557945,0.0001392926,0.0003034627,0.00004415844,0.00008173483,0.0001912236,0.000001900346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004957155,"about_ca_system_score_gemma":0.0002210422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001603491,"about_ca_topic_score_gemma":0.0005138139,"domain_scores_codex":[0.9989073,0.0001967505,0.0004156488,0.0002068918,0.0001616622,0.00011177],"domain_scores_gemma":[0.9978154,0.001053725,0.0002089331,0.000143904,0.0007427446,0.00003523907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001476851,0.0003436608,0.9874655,0.0000103667,0.0003782369,0.000001221673,0.0006438116,0.00009443758,0.00007109503,0.009115738,0.0002162351,0.0001828631],"study_design_scores_gemma":[0.002874376,0.0007865528,0.9956343,0.00001380264,0.00002425587,0.000002382389,0.000160061,0.0001221134,0.0001685884,0.0001363668,0.00002793185,0.00004925433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949464,0.0004169166,0.00001957764,0.002025241,0.00006559033,0.0002326009,0.00007388279,0.000005988689,0.002213862],"genre_scores_gemma":[0.9985715,0.0006679399,0.00007901757,0.0004950072,0.00001897174,0.00004167015,0.00005904427,0.000003568051,0.00006331714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008979371,"threshold_uncertainty_score":0.2699176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04233494103887823,"score_gpt":0.3399317133118188,"score_spread":0.2975967722729406,"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."}}