{"id":"W4380577489","doi":"10.1017/ice.2023.112","title":"Antibiotic use in Canadian neonatal intensive care units: a national survey for developing antimicrobial stewardship targets","year":2023,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Ottawa; McMaster University; University of Toronto; University of Alberta; University of British Columbia","funders":"","keywords":"Antimicrobial stewardship; Vancomycin; Pneumonia; Medicine; Intensive care; Intensive care medicine; Sepsis; Antimicrobial; Antibiotics; Urinary system; Stewardship (theology); Ventilator-associated pneumonia; Antibiotic Stewardship; Emergency medicine; Antibiotic resistance; Internal medicine; Staphylococcus aureus; Microbiology; Bacteria; 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":[0.001072899,0.0003239339,0.0003748637,0.001185641,0.001569453,0.0007182221,0.0009384191,0.0004232268,0.001238447],"category_scores_gemma":[0.004511525,0.0003321201,0.0003710356,0.003460675,0.0003571233,0.0003077325,0.0006420262,0.0005347512,0.0001657993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0265544,"about_ca_system_score_gemma":0.02572474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9916716,"about_ca_topic_score_gemma":0.9937131,"domain_scores_codex":[0.9982583,0.0001325609,0.0001239375,0.0001314836,0.0009209352,0.0004328117],"domain_scores_gemma":[0.996953,0.0001848993,0.0006026051,0.00005923464,0.00151467,0.0006856228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003300714,0.00002950764,0.9920353,0.00004823261,0.00002250134,0.00004586146,0.000457723,0.00009689068,0.0001155091,0.00004645249,0.001801849,0.00526731],"study_design_scores_gemma":[0.000002056059,0.00001237564,0.9989604,0.00002149525,0.000005405114,0.00002245016,0.0003053435,0.0001178779,0.00003619906,0.000003937738,0.000508812,0.000003630677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853674,0.001294456,0.0001687202,0.001012822,0.0000183294,0.00007627584,0.007066038,0.00002627078,0.004969706],"genre_scores_gemma":[0.995383,0.001176181,0.000400745,0.000297564,0.000007484575,0.00004112683,0.002045874,0.00000549921,0.0006425795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0265544,"threshold_uncertainty_score":0.1926665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07007801876200408,"score_gpt":0.3339056340309038,"score_spread":0.2638276152688998,"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."}}