{"id":"W4416971374","doi":"10.1093/jacamr/dlaf230.006","title":"O06 Development of AWaRe antibiotic quality indicators for optimal use","year":2025,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Documentation; Delphi method; CLARITY; Quality (philosophy); Primary care; Medical record; Performance indicator; Antibiotic resistance","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":[0.09795787,0.001414911,0.001610776,0.007488665,0.001059703,0.005836795,0.001619616,0.001055415,0.004903558],"category_scores_gemma":[0.1520533,0.0007337953,0.003055403,0.007330165,0.001005245,0.004373765,0.004682787,0.001499609,0.001373018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007019928,"about_ca_system_score_gemma":0.02282128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006345082,"about_ca_topic_score_gemma":0.008441395,"domain_scores_codex":[0.9293806,0.03240407,0.01423333,0.001752816,0.0205305,0.001698684],"domain_scores_gemma":[0.847118,0.05243361,0.03007477,0.006010232,0.06181686,0.002546579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009439102,0.00101903,0.198522,0.02035723,0.0007278976,0.0002087278,0.005328621,0.01808927,0.002220965,0.02597918,0.06323733,0.6633658],"study_design_scores_gemma":[0.0008073826,0.005024652,0.4384762,0.03779593,0.001643687,0.0005785666,0.01860392,0.0715709,0.02237482,0.03122227,0.3713605,0.0005412009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2745938,0.0077887,0.4373705,0.01910098,0.001809814,0.04749054,0.04304624,0.003476565,0.1653229],"genre_scores_gemma":[0.2707524,0.003658497,0.6867518,0.0008045899,0.0001182707,0.01447661,0.02027099,0.0001809652,0.002985935],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.09795787,"threshold_uncertainty_score":0.5180569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009084577802368,"score_gpt":0.2926689105881767,"score_spread":0.2725780648101531,"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."}}