{"id":"W4282032903","doi":"10.1136/archdischild-2021-323532","title":"What’s new in the management of neonatal early-onset sepsis?","year":2022,"lang":"en","type":"review","venue":"Archives of Disease in Childhood Fetal & Neonatal","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Intensive care medicine; Sepsis; Risk stratification; Medicine; Neonatal sepsis; Population; Risk analysis (engineering); Immunology; Environmental health; Internal medicine","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":[0.002685674,0.0008234984,0.002355067,0.002019259,0.0003795884,0.002110262,0.001439621,0.002231556,0.002801907],"category_scores_gemma":[0.006235935,0.0003947154,0.001489028,0.002243938,0.00105263,0.004253644,0.0008016236,0.003692414,0.001039092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009559054,"about_ca_system_score_gemma":0.002614306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003184006,"about_ca_topic_score_gemma":0.005748006,"domain_scores_codex":[0.9989801,0.0003278035,0.0002222391,0.0001368501,0.0002690063,0.00006393666],"domain_scores_gemma":[0.9967463,0.002069902,0.0003936557,0.00006692156,0.0005970663,0.000126177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001087321,0.00004641294,0.0002238922,0.06744687,0.0003181143,0.0001611894,0.0001822588,0.0002849109,0.0002876975,0.003752972,0.0310852,0.8961017],"study_design_scores_gemma":[0.00007996743,0.0001981317,0.001501527,0.1171804,0.0007378962,0.001690285,0.0005109925,0.0001718391,0.0001516284,0.005378333,0.8723389,0.00005997881],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002437028,0.997917,0.00004309418,0.001484218,0.0003826421,0.000002111826,0.000005776036,0.000001850828,0.0001389348],"genre_scores_gemma":[0.0002733216,0.9984824,0.0001342938,0.0006359705,0.0004125615,0.000003662806,0.000006283835,7.208064e-7,0.00005083404],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003184006,"threshold_uncertainty_score":0.01420343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02426114846417372,"score_gpt":0.3068283126428347,"score_spread":0.282567164178661,"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."}}