{"id":"W3183326787","doi":"10.1002/pd.6025","title":"Predictive accuracy of prenatal ultrasound findings for lower urinary tract obstruction: A systematic review and Bayesian meta‐analysis","year":2021,"lang":"en","type":"review","venue":"Prenatal Diagnosis","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; SickKids Foundation","funders":"","keywords":"Medicine; Hydronephrosis; Ultrasound; Meta-analysis; Cystoscopy; Radiology; Prenatal diagnosis; Urinary system; Internal medicine; Pregnancy; Fetus","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":[0.02145465,0.003022579,0.01396776,0.00802158,0.0007875568,0.0031514,0.002440909,0.002614412,0.004402019],"category_scores_gemma":[0.06790219,0.001978971,0.04073535,0.007408892,0.0008228171,0.001940298,0.001592594,0.00220707,0.0004080634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002057322,"about_ca_system_score_gemma":0.003832582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008906391,"about_ca_topic_score_gemma":0.01341696,"domain_scores_codex":[0.9842265,0.008446907,0.003669482,0.001874377,0.001381376,0.0004013053],"domain_scores_gemma":[0.9424943,0.04800799,0.005305958,0.001298771,0.00251276,0.0003802675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001498086,0.00003458937,0.01370366,0.2624274,0.7027048,0.0001812143,0.0001147809,0.001251892,0.0002085539,0.0002364733,0.0008838854,0.01675472],"study_design_scores_gemma":[0.0002747456,0.0001115197,0.004780112,0.01847297,0.9741809,0.0001074758,0.00003229956,0.0004803741,0.00006938095,0.0003310212,0.001134987,0.00002429131],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005164467,0.9913168,0.001574889,0.0003713356,0.0001341119,0.0002364634,0.0009145907,0.00003447964,0.0002529063],"genre_scores_gemma":[0.3108563,0.6766066,0.006672401,0.001402174,0.0004184665,0.001628988,0.001964125,0.00006183587,0.0003890576],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02145465,"threshold_uncertainty_score":0.1134644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04528450085937558,"score_gpt":0.3393736693089813,"score_spread":0.2940891684496057,"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."}}