{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045634,0.0002184355,0.0003101474,0.001375039,0.0004722607,0.0006420182,0.0003749228,0.0005244066,0.001533716],"category_scores_gemma":[0.001675529,0.0002244142,0.0006496573,0.001654687,0.000300811,0.0007603774,0.0005578767,0.000671472,0.0002794117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005323485,"about_ca_system_score_gemma":0.0005356639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03323489,"about_ca_topic_score_gemma":0.03159725,"domain_scores_codex":[0.9995354,0.00004500269,0.00006869443,0.00009211944,0.00007289214,0.0001858229],"domain_scores_gemma":[0.9986105,0.0001678781,0.0006068769,0.0000424171,0.0003013239,0.0002709603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005056061,0.00001868706,0.9989317,0.000006356523,0.00001878004,0.00004741706,0.0001463303,0.00001998332,0.00009980992,0.00001145027,0.00006044732,0.0005883935],"study_design_scores_gemma":[6.21062e-7,0.00003668403,0.9993261,0.00000349806,0.000008500379,0.00008681971,0.0003853092,0.00002657399,0.00002856636,0.000003136837,0.0000927105,0.000001633833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985203,0.0001934936,0.00002426346,0.00003267588,0.000004584322,0.000002516943,0.0008114966,0.000003310334,0.0004073793],"genre_scores_gemma":[0.9988091,0.0001641567,0.00002800116,0.00001401625,0.000004105611,0.000004372318,0.0007307132,0.000001525682,0.0002441375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03323489,"threshold_uncertainty_score":0.06608289,"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."}}