{"id":"W4284888798","doi":"10.3389/fped.2022.894005","title":"Practice Summary of Antimicrobial Therapy for Commonly Encountered Conditions in the Neonatal Intensive Care Unit: A Canadian Perspective","year":2022,"lang":"en","type":"review","venue":"Frontiers in Pediatrics","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Queen's University; McMaster University; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Université Laval; Université de Montréal; University of Alberta; NOSM University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Antimicrobial; Intensive care medicine; Neonatal intensive care unit; Pediatrics; Clinical Practice; Antimicrobial drug; Broad spectrum; Adverse effect; Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001266504,0.0007411139,0.001067134,0.0055428,0.000631861,0.001339766,0.001333905,0.001116564,0.005028502],"category_scores_gemma":[0.005339917,0.0002491427,0.0008673126,0.006608975,0.0005043256,0.001102557,0.0006670795,0.001197577,0.001188263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003721348,"about_ca_system_score_gemma":0.01275597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09573849,"about_ca_topic_score_gemma":0.1747766,"domain_scores_codex":[0.9989014,0.0001499405,0.0002945332,0.0001145609,0.0004736249,0.00006600521],"domain_scores_gemma":[0.9963811,0.001039106,0.0005958995,0.00004869291,0.001731784,0.0002034153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006899385,0.00004451367,0.001592505,0.08885775,0.0002190507,0.0004229301,0.0003407611,0.0003058976,0.0004619823,0.001951019,0.08650125,0.8192334],"study_design_scores_gemma":[0.00003502607,0.0000623473,0.00982418,0.1163319,0.0007914865,0.002747086,0.0004671189,0.0001803717,0.0002441787,0.001086368,0.8681753,0.0000547216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000170148,0.995222,0.0001565956,0.001785282,0.0003801987,0.00001894396,0.0001732481,0.00001149696,0.002081965],"genre_scores_gemma":[0.001155303,0.9973659,0.0004442396,0.0005081629,0.0001748344,0.000009166384,0.0001054622,0.00000192643,0.0002350239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9042615,"threshold_uncertainty_score":0.1903625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04059994324941221,"score_gpt":0.3502603596115951,"score_spread":0.3096604163621829,"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."}}