{"id":"W4403731421","doi":"10.1016/j.lana.2024.100914","title":"Burden of infant group B Streptococcus disease and impact of maternal screening and antibiotic prophylaxis in Ontario, Canada: a population-based cohort study","year":2024,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Université de Montréal; McMaster University; University of British Columbia; Public Health Ontario; BC Children's Hospital; University of Toronto; University Health Network; Ottawa Hospital; Children's Hospital of Eastern Ontario; Public Health Agency of Canada; University of Ottawa","funders":"Ministry of Long-Term Care; Medical Research Council; Canadian Institutes of Health Research; Kementerian Kesihatan Malaysia; Institute for Clinical Evaluative Sciences; Ministry of Health, Ontario; BC Children’s Hospital Foundation; Michael Smith Health Research BC; BC Children's Hospital; Children's Hospital Foundation","keywords":"Medicine; Cohort; Antibiotic prophylaxis; Streptococcus; Pediatrics; Population; Cohort study; Group B; Antibiotics; Family medicine; Environmental health; Internal medicine; Microbiology; Biology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007928523,0.0004980493,0.0005142086,0.001192839,0.002182739,0.001049959,0.001247796,0.0004645846,0.001591177],"category_scores_gemma":[0.001897485,0.0005107501,0.0008646449,0.003837807,0.0006108967,0.0003636428,0.001047697,0.0006277403,0.000228654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03056035,"about_ca_system_score_gemma":0.03158917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994218,"about_ca_topic_score_gemma":0.9957815,"domain_scores_codex":[0.9990579,0.00005982282,0.00006725983,0.00015943,0.0003385692,0.0003169707],"domain_scores_gemma":[0.9981171,0.00006731592,0.0004593747,0.0001110273,0.0008081174,0.0004370306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004735414,0.00001400775,0.9970119,0.00002568308,0.00006062576,0.00007898038,0.0004219633,0.00006903728,0.0001029088,0.00004996317,0.0009359933,0.00118167],"study_design_scores_gemma":[0.0000069258,0.00001505114,0.998593,0.00002681961,0.00003039669,0.00005050059,0.000412304,0.0001790518,0.000019219,0.00001220008,0.0006478779,0.000006652738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833325,0.001123975,0.0001764374,0.000451921,0.0000156659,0.00009438577,0.01292225,0.0000180138,0.001864742],"genre_scores_gemma":[0.9937742,0.000921467,0.000280327,0.0001279303,0.000008133281,0.0000501806,0.003767221,0.000006667414,0.00106387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03056035,"threshold_uncertainty_score":0.2217319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0322197015917776,"score_gpt":0.3337131753108153,"score_spread":0.3014934737190377,"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."}}