{"id":"W3012157331","doi":"10.1097/inf.0000000000002586","title":"Antibiotic Prescribing for Viral Respiratory Infections in the Pediatric Emergency Department and Urgent Care","year":2020,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Emergency department; Respiratory tract infections; Antibiotics; Pediatrics; Odds ratio; Pediatric emergency medicine; Emergency medicine; Internal medicine; Respiratory system","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":[0.000359253,0.00020187,0.0001976651,0.0001306209,0.001015231,0.00004953084,0.0002243203,0.00009982388,0.00008118805],"category_scores_gemma":[0.0003600398,0.0001209279,0.0001901944,0.0003362163,0.00006735687,0.0001027972,0.00006847448,0.0005241488,0.0000345874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005129463,"about_ca_system_score_gemma":0.0002464828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001251953,"about_ca_topic_score_gemma":0.00002217624,"domain_scores_codex":[0.9984705,0.0003794681,0.0004226458,0.000241693,0.00008288946,0.0004028047],"domain_scores_gemma":[0.9991952,0.0001913652,0.0002187772,0.0001815628,0.00009295595,0.0001201277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001264389,0.0002066463,0.9886051,0.0001810497,0.00006769757,0.00002108887,0.0018222,0.0001439131,0.0001455352,0.0001768837,0.008240894,0.000262564],"study_design_scores_gemma":[0.005435834,0.001680657,0.9698328,0.00002957642,0.0030767,0.0004019316,0.003256366,0.00005335577,0.00009780705,0.001035909,0.01426451,0.0008345952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644685,0.03253104,0.0003040814,0.0007530974,0.001034453,0.0006733813,0.00005124959,0.00003946522,0.0001447777],"genre_scores_gemma":[0.9933044,0.004755415,0.000004801252,0.0005837781,0.001279254,0.0000167297,0.0000086015,0.00001890377,0.00002808355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02883598,"threshold_uncertainty_score":0.7808441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484152349728831,"score_gpt":0.2455704551388512,"score_spread":0.2307289316415629,"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."}}