{"id":"W2788670114","doi":"10.1055/s-0038-1632390","title":"Association of Antibiotic Utilization and Neurodevelopmental Outcomes among Extremely Low Gestational Age Neonates without Proven Sepsis or Necrotizing Enterocolitis","year":2018,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; Kingston General Hospital; Janeway Children's Health and Rehabilitation Centre; Queen's University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Necrotizing enterocolitis; Gestational age; Odds ratio; Neonatal sepsis; Quartile; Sepsis; Pediatrics; Confidence interval; Retrospective cohort study; Small for gestational age; Enterocolitis; Intensive care; Gestation; Pregnancy; Internal medicine; Intensive care 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":[0.0001267749,0.0001037615,0.0004068263,0.0001826255,0.00006043789,0.00001318052,0.00004215936,0.00003615765,0.00007309865],"category_scores_gemma":[0.0001895459,0.00007898758,0.00005895845,0.0001481045,0.0003309741,0.0001464732,0.00003211496,0.0001192326,0.000001917729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007664544,"about_ca_system_score_gemma":0.00008662319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001712877,"about_ca_topic_score_gemma":0.0001106353,"domain_scores_codex":[0.9991018,0.00006497726,0.0003834598,0.0001140492,0.0001839474,0.0001517232],"domain_scores_gemma":[0.9988649,0.00009407649,0.0006012713,0.0000512057,0.0003045626,0.00008392063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002466743,0.00009553342,0.9600772,0.0000589463,0.0001673674,0.0001211811,0.000588306,7.451501e-7,0.001574103,0.00005782138,0.00005276928,0.03695931],"study_design_scores_gemma":[0.0009044586,0.00124982,0.9894601,0.0001237061,0.00008233237,0.001193202,0.0004349574,0.00007034975,0.003841858,0.00005237485,0.002511646,0.00007521747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99876,0.0000252746,0.0002749328,0.0004896511,0.0001898465,0.0001287691,0.00000685095,0.00001040899,0.0001142345],"genre_scores_gemma":[0.99734,0.00007624499,0.001860734,0.000222399,0.00004191976,0.000002068477,0.000004013628,0.00001250438,0.0004400969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03688409,"threshold_uncertainty_score":0.322102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01956526022675669,"score_gpt":0.3033876215578605,"score_spread":0.2838223613311038,"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."}}