{"id":"W2972021057","doi":"10.1111/acem.13853","title":"Hot Off the Press: Please Stop, Prescribing – Antibiotics for Viral Acute Respiratory Infections","year":2019,"lang":"en","type":"letter","venue":"Academic Emergency Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Markham Stouffville Hospital; University of Calgary","funders":"","keywords":"Medicine; Psychological intervention; Antimicrobial stewardship; Medical prescription; Emergency department; Intensive care medicine; Overcrowding; Intervention (counseling); Antibiotics; Respiratory infection; Infection control; Medical emergency; Emergency medicine; Antibiotic resistance; Nursing; Internal medicine","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":[0.001811455,0.000504963,0.0005446447,0.0008443422,0.001310329,0.003898723,0.00069998,0.002960293,0.2250628],"category_scores_gemma":[0.02284759,0.0002479718,0.0004920953,0.0006354447,0.0008442659,0.003216947,0.001065499,0.002761034,0.07835179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006049887,"about_ca_system_score_gemma":0.001770507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001571199,"about_ca_topic_score_gemma":0.00488114,"domain_scores_codex":[0.9982488,0.000747361,0.0001828686,0.0001285552,0.0005305047,0.0001618918],"domain_scores_gemma":[0.9896513,0.003410964,0.001540657,0.0003350756,0.00237312,0.002688964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008710731,0.000134933,0.001683629,0.0004115718,0.00001476939,0.0001165261,0.0001635904,0.00001697603,0.0001687934,0.0003444095,0.8753429,0.1215147],"study_design_scores_gemma":[0.00008249502,0.000195575,0.008967979,0.0008489574,0.00003807848,0.0004531827,0.0004837342,0.00006075704,0.0002530718,0.0007869924,0.9878091,0.00002016075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0134276,0.03909935,0.002024043,0.4803366,0.07945555,0.0004679882,0.002024447,0.003002005,0.3801624],"genre_scores_gemma":[0.08280754,0.05094798,0.008317444,0.3806855,0.1178393,0.0005397636,0.001697374,0.00134657,0.3558184],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2250628,"threshold_uncertainty_score":0.7529101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0469104105716333,"score_gpt":0.316730419898363,"score_spread":0.2698200093267297,"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."}}