{"id":"W1967359872","doi":"10.1067/mic.2001.111537","title":"Unique epidemiology of nosocomial urinary tract infection in children","year":2001,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Izaak Walton Killam Health Centre","funders":"","keywords":"Medicine; Incidence (geometry); Urinary system; Epidemiology; Bacteremia; Infection control; Risk factor; Prospective cohort study; Pediatrics; Internal medicine; Intensive care medicine; Emergency medicine; Antibiotics","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":[0.001041515,0.0001262773,0.000837453,0.0004850645,0.0000442258,6.601999e-7,0.00003703287,0.000120885,0.00004088743],"category_scores_gemma":[0.0008230245,0.0001032425,0.0002199569,0.0003624271,0.0003905544,0.00009324626,0.00001068589,0.0005859658,0.000003737494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006801672,"about_ca_system_score_gemma":0.0001173072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006751544,"about_ca_topic_score_gemma":0.00003301954,"domain_scores_codex":[0.998296,0.000560361,0.0007288677,0.0001207251,0.0000786956,0.0002153165],"domain_scores_gemma":[0.9980276,0.0006923231,0.0009235235,0.00009842648,0.0001766772,0.00008145296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001967424,0.0006652077,0.9901389,0.000002736705,0.0004727084,0.0000537079,0.00004373935,0.0001923397,0.0001359879,0.00002199294,0.0001580215,0.006147198],"study_design_scores_gemma":[0.00384595,0.008041508,0.9792326,0.00001033463,0.0003039947,0.007874026,0.00000721875,0.00003721276,0.00002201799,0.0001315607,0.0004277245,0.00006581945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939243,0.0004579561,0.002840593,0.002145682,0.0002085527,0.0001740445,0.000001503312,0.00001391328,0.0002335014],"genre_scores_gemma":[0.9946913,0.003130498,0.0001158859,0.001507078,0.000528825,0.000007256497,0.000001317648,0.000008203842,0.000009685543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0109063,"threshold_uncertainty_score":0.4210105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156157346122513,"score_gpt":0.2962092502080964,"score_spread":0.2846476767468712,"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."}}