{"id":"W4214522625","doi":"10.22541/au.164580863.30501789/v1","title":"Incidence of early and late onset group B streptococcal and Escherichia coli neonatal infection after universal antenatal culture-based screening of group B streptococcus in all public hospitals in Hong Kong: a retrospective cohort study","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Group B; Neonatal sepsis; Sepsis; Incidence (geometry); Streptococcus agalactiae; Pediatrics; Streptococcus; Population; Obstetrics; Internal medicine; Biology; Environmental health","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":[0.0006813136,0.0004255597,0.0003853262,0.0007490712,0.0004030143,0.0005854269,0.0004946815,0.0003828485,0.000856715],"category_scores_gemma":[0.001407225,0.0005114658,0.0005910081,0.001094734,0.0003560155,0.000569692,0.0006329329,0.0004475183,0.0001513972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328552,"about_ca_system_score_gemma":0.001250049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09458551,"about_ca_topic_score_gemma":0.06776887,"domain_scores_codex":[0.9993111,0.0001009139,0.00008989395,0.0001942856,0.0001043724,0.0001993962],"domain_scores_gemma":[0.998265,0.0001358193,0.0007715335,0.0001558135,0.0002651317,0.0004068046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003730985,0.00001067609,0.9995421,0.000004625953,0.0000216977,0.00006039014,0.00004984784,0.00001567083,0.00004082566,0.000003009333,0.00003034572,0.0001835088],"study_design_scores_gemma":[0.000002332465,0.00004707076,0.9995607,0.000004526688,0.000009743903,0.00008154409,0.0001931932,0.0000375089,0.00001710231,0.000001545366,0.00004262673,0.000002094253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991835,0.00008632462,0.00002044801,0.00001272817,0.000003115795,0.000009985798,0.0005606659,0.000001442023,0.0001217726],"genre_scores_gemma":[0.9992736,0.00008555679,0.00002966754,0.00001867985,0.000003048221,0.00001181815,0.0004526355,9.36453e-7,0.0001239631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09458551,"threshold_uncertainty_score":0.1880699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424994272681596,"score_gpt":0.2692951414589542,"score_spread":0.2550451987321383,"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."}}