{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008496763,0.0001821959,0.0002616003,0.001015817,0.000359679,0.0004539198,0.0003597577,0.0002920021,0.001829242],"category_scores_gemma":[0.004732401,0.0001670789,0.0003968206,0.001436758,0.000241912,0.0004081441,0.0005137307,0.0005948257,0.0001878778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007686119,"about_ca_system_score_gemma":0.001211042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007531107,"about_ca_topic_score_gemma":0.01064167,"domain_scores_codex":[0.9980944,0.0003575567,0.0004025462,0.0002213338,0.0006555179,0.0002687506],"domain_scores_gemma":[0.9930701,0.0008445776,0.005063357,0.00007380319,0.0004765881,0.0004715557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001126113,0.000009071483,0.9978277,0.00003990886,0.00001497352,0.0002231546,0.00006030133,0.0000186429,0.00004414977,0.00001187041,0.0002303411,0.001508562],"study_design_scores_gemma":[0.000001929637,0.00003739581,0.9967939,0.00007045834,0.00001109692,0.002210205,0.0002117567,0.00007450525,0.0000569894,0.0000130102,0.0005167751,0.000001995374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928268,0.003456846,0.0002095392,0.0003574745,0.00003668309,0.00003873405,0.001374239,0.00001547517,0.001684139],"genre_scores_gemma":[0.9977054,0.001123541,0.0002985001,0.0001097967,0.00003921262,0.00001797933,0.0006122717,0.000002905663,0.00009044851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007531107,"threshold_uncertainty_score":0.01497453,"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."}}