{"id":"W4402653565","doi":"10.1136/archdischild-2024-327495","title":"Epidemiology, microbiology and antibiotic treatment of bacterial and fungal meningitis among very preterm infants in China: a cross-sectional study","year":2024,"lang":"en","type":"article","venue":"Archives of Disease in Childhood Fetal & Neonatal","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"National Key Research and Development Program of China; Canadian Institutes of Health Research; China Medical Board","keywords":"Meropenem; Medicine; Meningitis; Epidemiology; Antibiotics; Incidence (geometry); Pediatrics; Lumbar puncture; Vancomycin; Gestational age; Intensive care; Internal medicine; Microbiology; Intensive care medicine; Antibiotic resistance; Biology; Pregnancy; Bacteria; Cerebrospinal fluid","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00138362,0.0003615577,0.0003901712,0.001204563,0.0004384222,0.0004787892,0.0004639551,0.0003879041,0.000506098],"category_scores_gemma":[0.00218437,0.0003959649,0.0004403984,0.001572634,0.0002719603,0.0005210484,0.0005090757,0.0002853054,0.00007743133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000898526,"about_ca_system_score_gemma":0.001196972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02349072,"about_ca_topic_score_gemma":0.02134156,"domain_scores_codex":[0.9989893,0.0002157275,0.0002173173,0.0001804614,0.0002686888,0.0001285247],"domain_scores_gemma":[0.9981718,0.0001773385,0.0009589889,0.00009499003,0.0002890909,0.0003077076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001307305,0.000009357116,0.9993346,0.00001339936,0.00002482262,0.00004700827,0.00004632743,0.00001582518,0.00006154801,0.000004428153,0.00002483683,0.0004047038],"study_design_scores_gemma":[0.000001436805,0.00003155278,0.9996568,0.000006527563,0.000008035159,0.00009469344,0.00008215684,0.00006054885,0.0000156083,0.000002729386,0.00003876043,0.00000132553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999071,0.0003861642,0.00003323936,0.00003145371,0.000003314198,0.00001266924,0.0003036245,0.000001270751,0.0001572537],"genre_scores_gemma":[0.9992092,0.0003107516,0.00005798496,0.0000296317,0.000007227885,0.00001695191,0.0003140311,5.881821e-7,0.00005362702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02349072,"threshold_uncertainty_score":0.04670799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002797672601839,"score_gpt":0.2688095315507996,"score_spread":0.2587815548247812,"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."}}