{"id":"W4396939211","doi":"10.1002/uog.27684","title":"Fetal lower urinary tract obstruction: international Delphi consensus on management and core outcome set","year":2024,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"University of North Carolina at Chapel Hill; Sheffield Teaching Hospitals NHS Foundation Trust; Hospital for Sick Children; Göteborgs Universitet; Università Cattolica del Sacro Cuore; Universitair Medisch Centrum Groningen; Leids Universitair Medisch Centrum; Kementerian Pendidikan Nasional; Universiteit Utrecht; Universiteit Leiden; Centre for Public Health, Queen's University Belfast; University College London; University College Dublin; School of Medicine, Stanford University; Queen's University Belfast; Yale University; University of Toronto; Harvard University; Queen's University; Rijksuniversiteit Groningen; University of Leicester; Sahlgrenska Akademin; University of Hong Kong; McGovern Medical School; University of Texas Health Science Center at Houston; Queen Mary University of London; Ankara Universitesi; Nationwide Children's Hospital; Children's Hospital Colorado; Hospices Civils de Lyon; Alder Hey Children's NHS Foundation Trust; Cincinnati Children's Hospital Medical Center; Johns Hopkins University; King's College London; Amsterdam University Medical Centers; Texas Children's Hospital","keywords":"Medicine; Oligohydramnios; Urinary tract obstruction; Urinary system; Surgery; Obstetrics; Radiology; Pediatrics; Pregnancy; Internal medicine; Fetus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001546348,0.0001583951,0.0002677343,0.0004183795,0.00008528202,0.00001592568,0.00005154396,0.0002263031,0.0001278627],"category_scores_gemma":[0.002732601,0.000140465,0.00004545963,0.0002459342,0.0002912515,0.00003260911,0.00006304244,0.0003965091,0.00002263939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007801679,"about_ca_system_score_gemma":0.00002103242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003972898,"about_ca_topic_score_gemma":0.000004315088,"domain_scores_codex":[0.9989496,0.00003218523,0.0002859958,0.0003858211,0.0001087575,0.0002376605],"domain_scores_gemma":[0.9881828,0.01156234,0.00004064594,0.0001156651,0.00003037473,0.00006821231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004870902,0.0008672353,0.9272449,0.0001718822,0.001083851,0.01704298,0.0006622032,0.0000123976,0.00005887319,0.0112863,0.005072019,0.03601025],"study_design_scores_gemma":[0.002014295,0.001413197,0.8197191,0.00001052317,0.0002457568,0.005338724,0.0003781639,0.0001699606,0.000001914196,0.00181187,0.1687169,0.0001796232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802908,0.0069283,0.000005651752,0.002352938,0.004018028,0.0002123279,0.00002970022,0.00004709526,0.006115213],"genre_scores_gemma":[0.9891897,0.007913197,0.0002278655,0.001341427,0.0001209434,0.00002036659,0.00002880781,0.00001132391,0.001146399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1636449,"threshold_uncertainty_score":0.5727994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04332916449792962,"score_gpt":0.3174540472325986,"score_spread":0.274124882734669,"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."}}