{"id":"W4413401022","doi":"10.1016/j.eclinm.2025.103437","title":"Antibiotic treatment of pediatric infections in primary healthcare setting: evaluation and comparison of 80 national treatment guidelines with the WHO AWaRe book recommendations","year":2025,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia","funders":"St. George's, University of London; University of Oxford; Ministero dell'Università e della Ricerca; European Commission; University of London; Wellcome Trust","keywords":"Medicine; Antibiotics; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000449657,0.0001105215,0.0004004251,0.0001462306,0.0001114337,0.000001886129,0.00005053966,0.0001062366,0.00004322427],"category_scores_gemma":[0.0001773516,0.00006128466,0.00004336669,0.0002560775,0.0002038918,0.00002601765,0.00001569375,0.00008766251,0.000002030421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116773,"about_ca_system_score_gemma":0.0004449674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001695454,"about_ca_topic_score_gemma":0.0004736644,"domain_scores_codex":[0.9987614,0.0002278618,0.0006446852,0.0001895778,0.0000671285,0.0001093777],"domain_scores_gemma":[0.9984155,0.0008198865,0.0002718962,0.0001573737,0.0003229913,0.00001231057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002329068,0.001573822,0.9473841,0.0001431247,0.0003431504,6.150614e-7,0.0009401516,0.0000914203,0.0003558244,0.0003658923,0.02023181,0.0283372],"study_design_scores_gemma":[0.01244673,0.005618932,0.9484107,0.0008666498,0.001025301,0.00001047757,0.002054214,0.0005068689,0.001729182,0.000167345,0.02698072,0.000182807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8758496,0.05012444,0.0002846058,0.07087878,0.000409605,0.001283453,0.00007350436,0.00002319155,0.001072821],"genre_scores_gemma":[0.992823,0.005494893,0.0001135522,0.0003659295,0.0000548973,0.00001167585,0.0001827955,0.000004590714,0.0009486398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1169734,"threshold_uncertainty_score":0.2499116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07326234299165767,"score_gpt":0.4224607130453366,"score_spread":0.3491983700536789,"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."}}