{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003018379,0.0002884319,0.0009868459,0.001175886,0.0001453772,0.0000216263,0.0003225522,0.000217728,0.0000320797],"category_scores_gemma":[0.0006939299,0.0002282314,0.0003698003,0.001039013,0.0001150183,0.0001184179,0.00005386392,0.0009845977,0.000001614498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118395,"about_ca_system_score_gemma":0.002394831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05873996,"about_ca_topic_score_gemma":0.02236001,"domain_scores_codex":[0.9983723,0.0002594951,0.000513492,0.0003148687,0.0002182624,0.0003215372],"domain_scores_gemma":[0.998026,0.0006159373,0.0003277813,0.0003159562,0.0006210846,0.00009321172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001389315,0.0008688407,0.007667078,0.02822547,0.001422359,0.003237294,0.07236154,0.00002598988,5.937607e-7,0.00256202,0.4792977,0.4029418],"study_design_scores_gemma":[0.0009268252,0.000236163,0.00004627965,0.0005913528,0.0007061539,0.000337254,0.05517553,0.000002095773,2.59912e-7,0.0001044088,0.9416771,0.0001965722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001373195,0.9878502,0.00006518469,0.0004873906,0.00185607,0.00275264,0.005678675,0.0000128523,0.001159627],"genre_scores_gemma":[0.0003662412,0.9952042,0.000426393,0.001077728,0.0002880977,0.0003874995,0.002109932,0.00004637802,0.0000936022],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4623794,"threshold_uncertainty_score":0.9954793,"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."}}