{"id":"W4205299734","doi":"10.1186/s12879-021-06997-6","title":"Streptococcus agalactiae infective endocarditis in Canada: a multicenter retrospective nested case control analysis","year":2022,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; HalTech; University of Ottawa; Memorial University of Newfoundland; University of British Columbia","funders":"","keywords":"Bacteremia; Medicine; Infective endocarditis; Streptococcus agalactiae; Endocarditis; Internal medicine; Retrospective cohort study; Nested case-control study; Logistic regression; Mortality rate; Medical microbiology; Multivariate analysis; Cohort; Surgery; Streptococcus; Antibiotics; Immunology; Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001453668,0.0006295093,0.0008948786,0.001927473,0.003352072,0.001527025,0.001421261,0.0006996752,0.001355934],"category_scores_gemma":[0.003001457,0.0009006916,0.000667152,0.003368776,0.001217063,0.0003142309,0.001108794,0.0007084487,0.0001936643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01151282,"about_ca_system_score_gemma":0.01547495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8934674,"about_ca_topic_score_gemma":0.9042854,"domain_scores_codex":[0.997942,0.0002475703,0.0001607376,0.0006384127,0.0005306604,0.0004805162],"domain_scores_gemma":[0.9965039,0.0003593781,0.0009566587,0.0003085743,0.001212144,0.0006593134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001271961,0.00006463699,0.9969416,0.0000321919,0.00008572963,0.000482527,0.000495685,0.0000376388,0.000346728,0.00005757278,0.0003261089,0.001002301],"study_design_scores_gemma":[0.00004675039,0.0001142551,0.9963426,0.0000364615,0.0001298739,0.0009194362,0.001147242,0.0003595259,0.00008051892,0.00002563122,0.0007806663,0.00001703255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997918,0.0004004801,0.0001751938,0.00006140058,0.000005952792,0.0001044523,0.0009449272,0.000006078612,0.0003835836],"genre_scores_gemma":[0.9980617,0.0003202501,0.0003521806,0.00009539605,0.000008206241,0.00006048436,0.0008925742,0.000004884363,0.0002043055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1065326,"threshold_uncertainty_score":0.21432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005677462585730916,"score_gpt":0.2297113485583004,"score_spread":0.2240338859725695,"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."}}