{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008220221,0.0002232567,0.0003604355,0.0005163665,0.00005210093,0.00001461649,0.0001584308,0.0000343732,0.0002407863],"category_scores_gemma":[0.00004815273,0.0002246118,0.0001319777,0.0002786798,0.000157063,0.0002140898,0.0003237931,0.0004685459,0.000008816474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004398754,"about_ca_system_score_gemma":0.0001471529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008642673,"about_ca_topic_score_gemma":0.0004934689,"domain_scores_codex":[0.9984455,0.000087298,0.0004277046,0.0004021708,0.0002696433,0.0003677327],"domain_scores_gemma":[0.9991943,0.0001455606,0.00008189059,0.0002405403,0.000005766609,0.0003319153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002010331,0.0006405952,0.9846789,0.0001097848,0.00004986106,0.0006639704,0.00225667,0.0001652792,0.0001731409,0.00009912012,0.0001793771,0.00897301],"study_design_scores_gemma":[0.004199125,0.0003882477,0.9865405,0.0002681206,0.00003804774,0.0001078786,0.0001207832,0.0001002872,0.0001389563,0.007249054,0.0006394899,0.0002095005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974655,0.0007791212,0.000002410378,0.0005045338,0.000145196,0.0004840432,0.000451397,0.00002394072,0.0001438669],"genre_scores_gemma":[0.9982603,0.0001098263,0.0001570254,0.0001330864,0.00006409953,0.00005840878,0.0001738096,0.00002475994,0.001018679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008763509,"threshold_uncertainty_score":0.9979588,"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."}}