{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000086077,0.0002784351,0.0006595028,0.0005855103,0.0003575494,0.00003183178,0.00006314304,0.00003443516,0.001744456],"category_scores_gemma":[0.0002474943,0.0002782464,0.000411765,0.001407712,0.00005399471,0.0001451316,0.0001052615,0.0004042546,0.00001137341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003760171,"about_ca_system_score_gemma":0.001304114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.847824,"about_ca_topic_score_gemma":0.9357418,"domain_scores_codex":[0.9979371,0.0003206326,0.0003928746,0.0005038423,0.0004151848,0.0004303968],"domain_scores_gemma":[0.9987009,0.0002835076,0.0001761954,0.000354052,0.0001791691,0.0003061959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002066013,0.0005847097,0.9835598,0.00004395324,0.001104742,0.008109015,0.00008073387,0.005639701,0.00005015065,0.00005055611,0.0002186233,0.0003513835],"study_design_scores_gemma":[0.005101396,0.0003063082,0.9870409,0.00001384394,0.002386616,0.001947107,0.0004745012,0.002001927,0.00004434431,0.0000630197,0.000349596,0.0002703854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943835,0.0001830554,0.0003955713,0.0000273302,0.0004609917,0.001251888,0.001827057,0.0001541491,0.001316468],"genre_scores_gemma":[0.9980718,0.000009348405,0.000005952328,0.0004482216,0.0001151132,0.001135743,0.0001054913,0.00003203717,0.00007628175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08791777,"threshold_uncertainty_score":0.999967,"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."}}