{"id":"W2920116900","doi":"10.1542/peds.2018-2286","title":"Duration of Initial Empirical Antibiotic Therapy and Outcomes in Very Low Birth Weight Infants","year":2019,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre Hospitalier Universitaire Sainte-Justine; Mount Sinai Hospital; Health Sciences Centre; Saint John Regional Hospital; University of British Columbia; Royal Columbian Hospital; Surrey Memorial Hospital; Sinai Health System; Sunnybrook Health Science Centre; B.C. Women's Hospital & Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Retinopathy of prematurity; Chorioamnionitis; Necrotizing enterocolitis; Low birth weight; Antibiotics; Sepsis; Pediatrics; Neonatal sepsis; Confidence interval; Internal medicine; Gestational age; Pregnancy","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":[0.00006634323,0.00006389844,0.0001708375,0.0001536789,0.00001091075,0.000005644417,0.00002064908,0.00005416185,0.00004979442],"category_scores_gemma":[0.00004098014,0.0000472529,0.00002958124,0.000163329,0.00001863294,0.00007820304,0.00001842493,0.00008918867,0.00002621586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001208826,"about_ca_system_score_gemma":0.00003937127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006215017,"about_ca_topic_score_gemma":0.000009658173,"domain_scores_codex":[0.9995081,0.00001362495,0.000178611,0.00009608512,0.0001162617,0.00008725783],"domain_scores_gemma":[0.9997271,0.00007026152,0.00004984213,0.00008113049,0.00003259471,0.0000390647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000809882,0.0001240961,0.9966634,0.0000999253,0.000006623337,0.00001011576,0.000098744,0.000001109466,0.0007961174,0.00003850551,0.0000477764,0.002032602],"study_design_scores_gemma":[0.001335749,0.0002063759,0.9955656,0.00001331106,0.00001146831,0.00001651688,0.000009508845,0.00005935527,0.002168688,0.00008347879,0.0004746541,0.00005527365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985618,0.0002604437,0.00001332446,0.0002145999,0.0002857367,0.0001629655,0.00001046641,0.00001500897,0.0004756398],"genre_scores_gemma":[0.9983545,0.001021555,0.00007723992,0.0001906739,0.000115664,0.000001005948,0.000006963126,0.000006769589,0.00022564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001977328,"threshold_uncertainty_score":0.1926917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913700138805554,"score_gpt":0.3174937501283571,"score_spread":0.2983567487403015,"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."}}