{"id":"W2108044415","doi":"10.1542/hpeds.2014-0020","title":"Predictors of Long Length of Stay in Infants Hospitalized With Urinary Tract Infection","year":2014,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Institute for Clinical Evaluative Sciences; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Genitourinary system; Logistic regression; Urinary system; Odds ratio; Voiding cystourethrogram; Antibiotics; Confounding; Pediatrics; Medical record; Disease; Case-control study; Internal medicine; Vesicoureteral reflux","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":[0.0007677375,0.00032372,0.0002694753,0.0006775409,0.0003562217,0.0005642363,0.0003468791,0.000499878,0.001688671],"category_scores_gemma":[0.006988309,0.0002039016,0.0004102159,0.0006901333,0.0003136945,0.0004752922,0.0004293282,0.0008154767,0.0001207297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003195193,"about_ca_system_score_gemma":0.0003919422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003104798,"about_ca_topic_score_gemma":0.00238453,"domain_scores_codex":[0.999273,0.0002087183,0.0001122812,0.00008953606,0.0001735877,0.0001428722],"domain_scores_gemma":[0.9942854,0.001276968,0.003086512,0.0001074447,0.0003803211,0.0008632962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003723248,0.00001336803,0.9993784,0.000004244063,0.00001308321,0.0001021563,0.00001991931,0.00001756336,0.00004093441,0.000005569753,0.00003815044,0.0003293889],"study_design_scores_gemma":[0.00000324322,0.0001088236,0.9987484,0.00001280501,0.00001428731,0.0006238654,0.0001494479,0.000220587,0.00004776401,0.00001421532,0.00005388397,0.000002671487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992929,0.0003578227,0.0000458102,0.00007318165,0.000008981291,0.000002758562,0.00007206557,0.000003206137,0.0001433015],"genre_scores_gemma":[0.9997022,0.00008641235,0.00005367164,0.00001130018,0.00001037096,0.000002985956,0.0001001239,0.000001284153,0.00003154985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003104798,"threshold_uncertainty_score":0.006173491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005423126040331045,"score_gpt":0.2282654626497722,"score_spread":0.2228423366094411,"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."}}