{"id":"W3200756504","doi":"10.1016/j.jinf.2021.08.048","title":"14-year trends and resistance patterns of blood and cerebrospinal fluid cultures in children under three years old","year":2021,"lang":"en","type":"article","venue":"Journal of Infection","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Sanofi Pasteur; Seqirus; National Institute for Health and Care Research; Michael Smith Health Research BC; GlaxoSmithKline; BC Children's Hospital; Children's Hospital Foundation; Canadian Child Health Clinician Scientist Program; Sanofi; Pfizer","keywords":"Blood culture; Meropenem; Ceftriaxone; Medicine; Gentamicin; Ciprofloxacin; Antibiotic resistance; Antimicrobial; Drug resistance; Antibiotics; Microbiological culture; Internal medicine; Microbiology; Pediatrics; Biology; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009267298,0.00006089237,0.0001700923,0.0001473519,0.00002180252,0.00001420065,0.00001203307,0.00005030155,0.00004975102],"category_scores_gemma":[0.00002315678,0.00004975366,0.00005229286,0.0001302726,0.00002432252,0.000108735,0.00001714806,0.0001689526,4.024079e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001854808,"about_ca_system_score_gemma":0.00002128629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002103,"about_ca_topic_score_gemma":0.0006106204,"domain_scores_codex":[0.9994937,0.00001862942,0.0002232829,0.00007650547,0.0001192983,0.00006854117],"domain_scores_gemma":[0.9996623,0.00001042583,0.0001228043,0.00005396182,0.00009800781,0.00005245652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008222449,0.0001341491,0.9806545,0.00005007193,0.0001064617,0.00003284098,0.00005337297,0.00000610687,0.01696723,0.0004554869,0.00007845967,0.001379077],"study_design_scores_gemma":[0.001503659,0.0002863109,0.9884589,0.0002638361,0.0001201541,0.001767678,0.0000170553,8.825338e-7,0.006804382,0.0005641907,0.0001680267,0.00004493251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985753,0.0006713059,0.0001021385,0.0002467158,0.0001021454,0.00002899997,0.000005745441,0.000004415891,0.0002632579],"genre_scores_gemma":[0.9983094,0.000909876,0.0001675997,0.00005137227,0.0001237306,6.856955e-7,0.000002433495,0.000005899457,0.000429036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016284,"threshold_uncertainty_score":0.2028895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007129375135616577,"score_gpt":0.2538961169410142,"score_spread":0.2467667418053976,"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."}}