{"id":"W2971827242","doi":"10.1097/pq9.0000000000000211","title":"Pediatric Inpatient Antimicrobial Stewardship Program Safely Reduces Antibiotic Use in Patients with Bronchiolitis Caused by Respiratory Syncytial Virus: A Retrospective Chart Review","year":2019,"lang":"en","type":"article","venue":"Pediatric Quality and Safety","topic":"Respiratory viral infections research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Antimicrobial stewardship; Bronchiolitis; Cohort; Retrospective cohort study; Palivizumab; Pediatrics; Antimicrobial; Lower respiratory tract infection; Medical prescription; Intensive care medicine; Antibiotics; Respiratory tract infections; Emergency medicine; Internal medicine; Respiratory system; Antibiotic resistance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001746473,0.0001578228,0.0003929139,0.001847295,0.0003125535,0.0006078082,0.0004527626,0.0002354153,0.0006510547],"category_scores_gemma":[0.007897217,0.000249578,0.0005272289,0.003253235,0.0001697029,0.0003886577,0.000323933,0.0003247905,0.00009181134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001763989,"about_ca_system_score_gemma":0.004735958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03171367,"about_ca_topic_score_gemma":0.05215173,"domain_scores_codex":[0.9979163,0.0004095814,0.0005282658,0.0002766519,0.0007020761,0.0001670706],"domain_scores_gemma":[0.9883155,0.001856802,0.006608938,0.0003286385,0.002393514,0.0004966243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001174985,0.00004374507,0.9856931,0.000604237,0.0001658207,0.0002338683,0.0002632689,0.00004842336,0.0001250034,0.00002332043,0.00105902,0.01162266],"study_design_scores_gemma":[0.00002031669,0.0001741238,0.9957381,0.0004136522,0.0001696603,0.0006071018,0.0005116304,0.0001115494,0.0002195967,0.000005573789,0.002020876,0.00000781213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779864,0.01229377,0.0003327188,0.0002594052,0.00003121962,0.0003860478,0.006977195,0.00003504166,0.001698233],"genre_scores_gemma":[0.9910195,0.005071516,0.0007342673,0.0001382357,0.00002603234,0.0001120755,0.002761681,0.000006722511,0.0001299194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03171367,"threshold_uncertainty_score":0.06305814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03458649593057678,"score_gpt":0.3325052674978085,"score_spread":0.2979187715672317,"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."}}