{"id":"W4416639461","doi":"10.1183/13993003.congress-2025.pa3693","title":"Antibiotics for nonspecific upper respiratory tract infections and exacerbation risk in children with asthma","year":2025,"lang":"","type":"article","venue":"Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Hospitalier Universitaire Sainte-Justine; Concordia University; Université de Montréal","funders":"","keywords":"Exacerbation; Antibiotics; Asthma; Respiratory tract infections; Asthma exacerbations; Psychological intervention; Upper respiratory tract infection; Relative risk","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002258918,0.0004379332,0.0011314,0.0005159362,0.0006151231,0.00001308499,0.0001948698,0.001270388,0.000123616],"category_scores_gemma":[0.001692497,0.0003700232,0.0001637061,0.0003979618,0.001291883,0.0001165063,0.00008447755,0.001017992,0.00006717731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104392,"about_ca_system_score_gemma":0.00028781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003048447,"about_ca_topic_score_gemma":0.0006429201,"domain_scores_codex":[0.995192,0.001857848,0.001092634,0.0009847262,0.00002286467,0.0008499578],"domain_scores_gemma":[0.995279,0.003490389,0.0005555943,0.0005210823,0.0001010673,0.00005286048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004430758,0.000691066,0.9672992,0.00007354753,0.0005722052,0.000001429154,0.0001120246,0.000125827,0.0006917882,0.02196402,0.003427362,0.004598426],"study_design_scores_gemma":[0.003477507,0.001405311,0.964569,0.000324451,0.0002303564,0.00004627005,0.0001765645,0.00008198903,0.0006078379,0.001972317,0.02674728,0.0003610672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391876,0.04094677,0.01494688,0.001782813,0.0009534963,0.00134374,0.0001436737,0.00006294264,0.0006321119],"genre_scores_gemma":[0.9880662,0.007887577,0.0009130444,0.0008906363,0.0001292804,0.000009030614,0.00005350655,0.00003902842,0.002011681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04887864,"threshold_uncertainty_score":0.9998752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669572592511986,"score_gpt":0.2867030766445633,"score_spread":0.2700073507194434,"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."}}