{"id":"W4213198593","doi":"10.1002/pd.6114","title":"Prenatal hydronephrosis: Bridging pre‐ and postnatal management","year":2022,"lang":"en","type":"review","venue":"Prenatal Diagnosis","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Vesicoureteral reflux; Hydronephrosis; Urinary system; Etiology; Antibiotic prophylaxis; Pediatrics; Antibiotics; Intensive care medicine; Gynecology; Obstetrics; Reflux; Internal medicine","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":[0.0006917277,0.0005201158,0.0008892599,0.002190015,0.0002204066,0.0007521341,0.000657216,0.0007339379,0.002242067],"category_scores_gemma":[0.00243777,0.0001893991,0.0005263794,0.001324289,0.0003089784,0.0009264611,0.0004669293,0.0009904536,0.0005472951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000436813,"about_ca_system_score_gemma":0.001553441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001812041,"about_ca_topic_score_gemma":0.003623443,"domain_scores_codex":[0.9997035,0.00008215693,0.00007316434,0.00004299485,0.00007608548,0.00002212934],"domain_scores_gemma":[0.9990888,0.0005945511,0.0001235715,0.00001522331,0.0001425655,0.00003523921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005730585,0.00003514698,0.001090156,0.03340694,0.0001541474,0.000505978,0.0001117256,0.0001737642,0.0004743074,0.001719364,0.01580967,0.9464616],"study_design_scores_gemma":[0.00003316756,0.0001306183,0.008047243,0.06284051,0.0006831941,0.01075009,0.0004038196,0.0001736201,0.0005758195,0.002603616,0.9137219,0.0000364296],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001428293,0.9989349,0.0000632515,0.0003416498,0.00009029496,0.000002742528,0.00001346737,0.000003348494,0.0004075051],"genre_scores_gemma":[0.001231943,0.9982338,0.0001772148,0.0001448874,0.00009977462,0.000003936075,0.00002183313,0.000001030446,0.00008557094],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002242067,"threshold_uncertainty_score":0.00750041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888167111084754,"score_gpt":0.303366407310054,"score_spread":0.2744847361992065,"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."}}