{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001666232,0.0004346161,0.00110365,0.0004761415,0.0001824351,0.00008745806,0.0001667521,0.0002668303,0.0001043109],"category_scores_gemma":[0.0008047054,0.0003623488,0.0001429751,0.001594965,0.0001628432,0.0005512898,0.0001410525,0.0008869589,0.00008079616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005173843,"about_ca_system_score_gemma":0.0005219762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003926692,"about_ca_topic_score_gemma":0.00007578478,"domain_scores_codex":[0.9950805,0.0009556045,0.001246845,0.000980239,0.0009984928,0.0007383578],"domain_scores_gemma":[0.9978497,0.0002424705,0.0004407624,0.0006388172,0.0004690458,0.0003592217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009792858,0.00143776,0.9912967,0.002672894,0.00004517113,0.0000121389,0.0001007478,0.00000132356,0.0001393413,0.00002613556,0.001381512,0.001906981],"study_design_scores_gemma":[0.005704453,0.002806502,0.988863,0.0003678374,0.0001952994,0.00000252972,0.0000142792,0.000003074326,0.0001580073,0.000003440211,0.001440588,0.0004409722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914674,0.002802046,0.000004874204,0.0001772514,0.0001910748,0.00455281,0.0003458861,0.0001228764,0.000335793],"genre_scores_gemma":[0.9909164,0.00726576,0.00008035311,0.000994329,0.000363187,0.00005826014,0.0001700135,0.00005714424,0.0000945554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004725167,"threshold_uncertainty_score":0.9998829,"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."}}