{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007737919,0.0002185167,0.0002060227,0.0005516812,0.0003531154,0.0006275725,0.0005764744,0.0004517273,0.0008941167],"category_scores_gemma":[0.006033439,0.0001151215,0.0003878429,0.0007519886,0.0003877331,0.0002532667,0.0003895159,0.0006956288,0.0000760361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881904,"about_ca_system_score_gemma":0.001992488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0821939,"about_ca_topic_score_gemma":0.08024783,"domain_scores_codex":[0.9994206,0.00009625321,0.00006049606,0.00007259042,0.000203553,0.0001464089],"domain_scores_gemma":[0.9944566,0.0006697379,0.003461116,0.00008762148,0.0004284914,0.0008964118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001367999,0.00001730376,0.9982978,0.00002564804,0.00003377331,0.00004885586,0.00003671263,0.00003146661,0.00006782828,0.000007612016,0.00005987132,0.001236464],"study_design_scores_gemma":[0.000002257442,0.00004892216,0.999644,0.00002051417,0.00001558611,0.00009993654,0.00004311461,0.00004330256,0.00001675346,0.000008009832,0.00005607537,0.000001476254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970748,0.001995784,0.00004497576,0.0001333844,0.000008600449,0.000006177822,0.0003046024,0.000002450637,0.0004292524],"genre_scores_gemma":[0.9991298,0.0004608707,0.00005828383,0.00003148539,0.00001130324,0.000005974613,0.0002377505,0.00000136536,0.0000632461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0821939,"threshold_uncertainty_score":0.163431,"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."}}