{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006837409,0.0002156988,0.000961055,0.0003387431,0.000080575,0.000002863214,0.000183314,0.00045901,0.00006902093],"category_scores_gemma":[0.000318151,0.0001461478,0.0005804949,0.0009578884,0.0003919931,0.0001461577,0.00009358503,0.001064468,9.284191e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003776419,"about_ca_system_score_gemma":0.0002954265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002162585,"about_ca_topic_score_gemma":0.0001509596,"domain_scores_codex":[0.9974694,0.0006698385,0.0009304981,0.000307806,0.00032465,0.0002977723],"domain_scores_gemma":[0.9966357,0.0008514149,0.001630681,0.0003919178,0.0003964489,0.00009384692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003021483,0.002534198,0.9860798,0.00001091447,0.006564973,0.0001355067,0.0004978955,0.0006243028,0.00002969301,0.000001324942,0.0003488697,0.0001510444],"study_design_scores_gemma":[0.004846732,0.006807307,0.9640561,8.993887e-7,0.023383,0.0002175351,0.00005004114,0.0003615168,0.00003464584,0.00006420384,0.00007997455,0.00009800796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940424,0.004447731,0.0002610153,0.0008540833,0.0001817179,0.0001141861,0.00007003804,0.000007226282,0.00002163495],"genre_scores_gemma":[0.9934509,0.004944909,0.0004364423,0.0004652698,0.0006290496,0.000003495034,0.00005007789,0.00001409948,0.000005735813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02202366,"threshold_uncertainty_score":0.5959735,"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."}}