{"id":"W3197112598","doi":"10.1016/j.jpurol.2021.09.001","title":"Risk of urinary tract infection in patients with hydroureter: An analysis from the Society of Fetal Urology Prenatal Hydronephrosis Registry","year":2021,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Hydroureter; Hydronephrosis; Vesicoureteral reflux; Voiding cystourethrogram; Urology; Ureter; Urinary system; Antibiotic prophylaxis; Surgery; Internal medicine; Reflux; Antibiotics; Disease","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":[0.001560743,0.0001975801,0.0004799558,0.001051962,0.0003070834,0.0005543375,0.0005217395,0.000376191,0.0009924363],"category_scores_gemma":[0.004738372,0.0003022121,0.0008013051,0.001774244,0.0002183663,0.0005025752,0.0006604128,0.0004845896,0.0001475942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003116701,"about_ca_system_score_gemma":0.0005583577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005007893,"about_ca_topic_score_gemma":0.004802386,"domain_scores_codex":[0.9988198,0.0003867096,0.0001659254,0.0002193704,0.0002712922,0.0001368635],"domain_scores_gemma":[0.9950265,0.001204493,0.002584053,0.0003610432,0.0003375167,0.0004864206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002400257,0.000004821257,0.9996688,0.000003440793,0.00002123576,0.00002217442,0.00001250154,0.00001470402,0.00001320806,0.000004617631,0.00003923287,0.0001712988],"study_design_scores_gemma":[0.000005640921,0.00003763302,0.99923,0.000006619056,0.00003148408,0.0002334114,0.0000983168,0.0002263268,0.00002396633,0.000006663428,0.00009683316,0.000003064833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986331,0.0002322247,0.00005712962,0.00004320097,0.000004428172,0.000007761708,0.0008613209,0.000003581552,0.0001572305],"genre_scores_gemma":[0.9987564,0.0001409812,0.00005931565,0.00001884567,0.000009106949,0.0000117233,0.0009630457,0.000002261233,0.00003830908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005007893,"threshold_uncertainty_score":0.009957492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007187722497042129,"score_gpt":0.2310448999634489,"score_spread":0.2238571774664068,"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."}}