{"id":"W4282964413","doi":"10.1136/archdischild-2021-323243","title":"Early-onset sepsis in very preterm neonates in Australia and New Zealand, 2007–2018","year":2022,"lang":"en","type":"article","venue":"Archives of Disease in Childhood Fetal & Neonatal","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Sepsis; Incidence (geometry); Odds ratio; Pediatrics; Epidemiology; Population; Intensive care; Gestational age; Retrospective cohort study; Neonatal sepsis; Cohort study; Internal medicine; Pregnancy; Intensive care medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000845813,0.0003538379,0.0004329335,0.00139001,0.0004132001,0.0007319399,0.0007222373,0.0005113922,0.0005621725],"category_scores_gemma":[0.003417204,0.0003424251,0.0005663286,0.00170039,0.0003965189,0.0008013445,0.00104309,0.0005811038,0.0001254844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001634584,"about_ca_system_score_gemma":0.001697587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1278371,"about_ca_topic_score_gemma":0.136774,"domain_scores_codex":[0.9990306,0.0001256189,0.000184387,0.0001985692,0.0003033827,0.0001575429],"domain_scores_gemma":[0.9970048,0.0001184901,0.001963312,0.00006143644,0.0004541691,0.000397793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004829339,0.00001730463,0.9972777,0.00005426894,0.00004511031,0.0001747366,0.0002457425,0.00003148475,0.0002722543,0.00001341573,0.00017398,0.001645739],"study_design_scores_gemma":[0.000001545254,0.00002469371,0.9995263,0.00001202563,0.000005180665,0.0001381941,0.0001453758,0.00002748547,0.00001311852,0.000002590658,0.0001020528,0.00000149237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997632,0.0006864215,0.00005198683,0.0001184554,0.00000990334,0.00002089455,0.001226924,0.000003485688,0.0002498523],"genre_scores_gemma":[0.9975523,0.0008227415,0.0002028538,0.00006172284,0.00001613378,0.00004752155,0.001136737,0.000002167317,0.0001578321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1278371,"threshold_uncertainty_score":0.2541859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216518403399619,"score_gpt":0.2584397899926163,"score_spread":0.2462746059586201,"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."}}