{"id":"W4291020019","doi":"10.1136/archdischild-2022-324227","title":"Antibiotic use in ambulatory care for acutely ill children in high-income countries: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Archives of Disease in Childhood","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"Belgian Health Care Knowledge Centre; KU Leuven","keywords":"Medicine; Ambulatory; Medical prescription; Meta-analysis; Psychological intervention; Pediatrics; Respiratory tract infections; MEDLINE; Antibiotics; Ambulatory care; Emergency medicine; Intensive care medicine; Internal medicine; Health care","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":[0.01347047,0.003090961,0.0227326,0.01103412,0.0006792536,0.003530457,0.002074525,0.002289297,0.002384991],"category_scores_gemma":[0.02995102,0.001734379,0.04531847,0.009910909,0.0007197579,0.001800114,0.001691661,0.001527373,0.0002133189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003270434,"about_ca_system_score_gemma":0.003759407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007324106,"about_ca_topic_score_gemma":0.01492246,"domain_scores_codex":[0.9883249,0.005107474,0.003795891,0.001090821,0.001342675,0.0003382916],"domain_scores_gemma":[0.9810003,0.01299209,0.003888799,0.0005430431,0.001318381,0.00025737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001000458,0.00002573378,0.003663477,0.3270671,0.659477,0.0001088775,0.00006299509,0.0004091063,0.0001294633,0.00006830101,0.0003304045,0.007657025],"study_design_scores_gemma":[0.0002982742,0.0001485573,0.003603929,0.0270928,0.9674971,0.000110519,0.00004093133,0.0001622867,0.00008223641,0.00008322165,0.0008604923,0.00001967149],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004182078,0.9946291,0.0003367653,0.0001079694,0.00008753861,0.0002059871,0.0003074558,0.00001778089,0.0001253997],"genre_scores_gemma":[0.1501944,0.8446727,0.002352607,0.0005650686,0.0002103927,0.001130213,0.0006523716,0.00002549986,0.0001967914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0227326,"threshold_uncertainty_score":0.07123953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984946721432248,"score_gpt":0.2762937519735504,"score_spread":0.256444284759228,"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."}}