{"id":"W3199946468","doi":"10.1097/pcc.0000000000002834","title":"Antimicrobial Stewardship in Bronchiolitis: A Retrospective Cohort Study of Three PICUs in Canada.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"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; Interquartile range; Bronchiolitis; Retrospective cohort study; Odds ratio; Logistic regression; Antimicrobial; Cohort study; Odds; Emergency medicine; Pediatrics; Intensive care medicine; Internal medicine; Antibiotic resistance; Antibiotics; 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":[0.0006711851,0.0007221627,0.0008682428,0.00147334,0.002854666,0.001489722,0.001202176,0.0007244021,0.001065193],"category_scores_gemma":[0.0015589,0.0008591809,0.0008925301,0.004170605,0.0008253129,0.0005380533,0.001134631,0.0009538684,0.0001816189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01548465,"about_ca_system_score_gemma":0.02069595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9424849,"about_ca_topic_score_gemma":0.9586766,"domain_scores_codex":[0.9987075,0.00006999055,0.00008521046,0.0002852284,0.0004207551,0.0004312636],"domain_scores_gemma":[0.997987,0.00007887275,0.000725674,0.00007633514,0.0005181496,0.0006139539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004687374,0.00001993613,0.9989887,0.00001388373,0.00003071503,0.00007011596,0.000161849,0.00001935957,0.00009320285,0.00001075784,0.0001070557,0.0004375207],"study_design_scores_gemma":[0.00001110106,0.00005409637,0.9989715,0.00001437855,0.00002751678,0.0001050939,0.0004457428,0.00009624298,0.00002968678,0.000006027504,0.0002327991,0.000005825812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970052,0.000366929,0.00009882721,0.00005761479,0.000006497012,0.0001125261,0.00194121,0.000006536083,0.0004047449],"genre_scores_gemma":[0.9976494,0.0002868029,0.0002087435,0.00009026652,0.000006804093,0.00006703957,0.001434195,0.000004340936,0.0002525072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05751514,"threshold_uncertainty_score":0.1157077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009182750845980359,"score_gpt":0.1824727045696496,"score_spread":0.1732899537236693,"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."}}