{"id":"W4362038795","doi":"10.1093/cid/ciad190","title":"Coronavirus Disease 2019 Vaccination Is Associated With Reduced Outpatient Antibiotic Prescribing in Older Adults With Confirmed Severe Acute Respiratory Syndrome Coronavirus 2: A Population-Wide Cohort Study","year":2023,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; St. Michael's Hospital; Public Health Ontario; Toronto East General Hospital; University of Toronto; Toronto General Hospital; McMaster University; North York General Hospital; Sinai Health System; University of Waterloo; Regional Municipality of Waterloo; University of Ottawa; Institute for Clinical Evaluative Sciences; Health Sciences Centre; Ottawa Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Medical prescription; Population; Cohort; Vaccination; Confidence interval; Internal medicine; Incidence (geometry); Rate ratio; Cohort study; Pediatrics; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004404115,0.0004004077,0.0008189396,0.0002323347,0.0003308585,0.00004669759,0.0002136437,0.0003030607,0.0001963995],"category_scores_gemma":[0.0007441721,0.000314169,0.0001598744,0.0006724953,0.0002094605,0.0002262827,0.0001079893,0.0004966141,0.0002304282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887624,"about_ca_system_score_gemma":0.0002549902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003934574,"about_ca_topic_score_gemma":0.0009191087,"domain_scores_codex":[0.9965376,0.0008036323,0.0009063329,0.000970599,0.0002051366,0.0005766903],"domain_scores_gemma":[0.9976116,0.0009261484,0.0005047796,0.0005613409,0.0002239724,0.0001722055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001627009,0.003785997,0.990913,0.0000571585,0.001061648,0.000568183,0.0002509767,0.00007608056,0.000015764,0.000006634064,0.0008422501,0.0007953059],"study_design_scores_gemma":[0.009210397,0.002045754,0.9862188,0.0008151461,0.0008436368,0.000009601631,0.0002836752,0.00002771261,0.00001789535,0.00001692552,0.00002957425,0.000480929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950559,0.0006548423,0.000005846969,0.00005856503,0.0005783678,0.002747785,0.0004404235,0.0004074954,0.00005076578],"genre_scores_gemma":[0.997546,0.0001196236,8.135102e-7,0.0004107323,0.00002287187,0.00006814184,0.0009778135,0.00006166098,0.0007923469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007583388,"threshold_uncertainty_score":0.999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03441937085601816,"score_gpt":0.333070237049863,"score_spread":0.2986508661938449,"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."}}