{"id":"W4221133786","doi":"10.1097/pcc.0000000000002834","title":"Antimicrobial Stewardship in Bronchiolitis: A Retrospective Cohort Study of Three PICUs in Canada","year":2021,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Respiratory viral infections research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; University of Ottawa; University of Saskatchewan; Université de Montréal; McGill University Health Centre; University of Toronto; McGill University","funders":"","keywords":"Medicine; Antimicrobial stewardship; Bronchiolitis; Interquartile range; Retrospective cohort study; Odds ratio; Logistic regression; Antimicrobial; Odds; Cohort study; Emergency medicine; Pediatrics; Intensive care medicine; Internal medicine; Antibiotics; Antibiotic resistance; Biology","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":[0.0006855465,0.0006372071,0.0008716729,0.001586884,0.002810515,0.00160055,0.001374513,0.0006798821,0.0009946143],"category_scores_gemma":[0.001734784,0.000776879,0.0008291301,0.004508733,0.0008610927,0.000535826,0.0012138,0.0008905746,0.0001552082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0161832,"about_ca_system_score_gemma":0.02149746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9514339,"about_ca_topic_score_gemma":0.9655197,"domain_scores_codex":[0.9984799,0.00008227396,0.0001018051,0.0003360296,0.0004986104,0.0005014025],"domain_scores_gemma":[0.9977647,0.00008933128,0.0007796917,0.00008290673,0.0006056182,0.0006777484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004266667,0.00001813089,0.9989937,0.00001202878,0.00002933214,0.00006328811,0.0001789047,0.00002064538,0.00009697473,0.00001206667,0.00009805011,0.0004342328],"study_design_scores_gemma":[0.000008462125,0.00004293591,0.9990225,0.00001270186,0.00002292771,0.00008507451,0.0004627616,0.0001041976,0.00002765407,0.000005572704,0.0001997301,0.000005394152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976485,0.0002906994,0.00008514609,0.0000515905,0.000005490562,0.00008414745,0.001431111,0.000005298882,0.0003979986],"genre_scores_gemma":[0.9982237,0.0002689352,0.0001607539,0.00006999715,0.000005486957,0.00004512865,0.001025952,0.000004012882,0.0001959755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0485661,"threshold_uncertainty_score":0.1174179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02971368615413901,"score_gpt":0.3458952710861248,"score_spread":0.3161815849319858,"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."}}