{"id":"W4399133545","doi":"10.1101/2024.05.28.24308042","title":"Maternal and neonatal IgG against <i>Klebsiella pneumoniae</i> are associated with broad protection from neonatal sepsis: a case-control study of hospitalized neonates in Botswana","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Institutes of Health; Center for AIDS Research, University of Washington; University of Pennsylvania","keywords":"Sepsis; Neonatal sepsis; Medicine; Klebsiella pneumoniae; Bacteremia; Antibody; Neonatal intensive care unit; Blood culture; Klebsiella; Immunology; Pediatrics; Microbiology; Biology; Antibiotics","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":[0.0006608604,0.0004983238,0.0003427888,0.0008549209,0.0006421941,0.0005545515,0.0004888289,0.0005488743,0.001308193],"category_scores_gemma":[0.001579447,0.0005323883,0.0003669544,0.0007867392,0.0004769583,0.0002217301,0.000460674,0.0004456454,0.0001328547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008736307,"about_ca_system_score_gemma":0.0004691683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01730958,"about_ca_topic_score_gemma":0.01534176,"domain_scores_codex":[0.9994932,0.0001561255,0.000048871,0.0001313016,0.00007062832,0.00009981623],"domain_scores_gemma":[0.9993584,0.0001607065,0.0002354272,0.00007577099,0.00006983434,0.00009998538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001538341,0.00007171205,0.9965552,0.00001460818,0.00003867158,0.001133133,0.0002684265,0.00001073977,0.0009963008,0.00002341143,0.00005020004,0.0006836563],"study_design_scores_gemma":[0.00002123578,0.0002763571,0.9962968,0.00002049025,0.00004426942,0.00220549,0.0006130403,0.0001322003,0.0001792269,0.00001453647,0.0001918693,0.000004484932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996756,0.00007846812,0.00004366604,0.00001877904,0.000002246875,0.000008142668,0.00004716596,0.000001037145,0.0001249289],"genre_scores_gemma":[0.9996634,0.00007621946,0.00006497114,0.00002569148,0.000002366623,0.00000977356,0.00005393421,0.000001123722,0.0001024297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01730958,"threshold_uncertainty_score":0.03441763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221154384394581,"score_gpt":0.2431319842663885,"score_spread":0.2309204404224427,"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."}}