{"id":"W3211511481","doi":"10.1128/spectrum.01283-21","title":"Epidemiological Characterization of Group B Streptococcus Infections in Alberta, Canada: An Update from 2014 to 2020","year":2021,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"Epidemiology; Clindamycin; Chemoprophylaxis; Penicillin; Group B; Erythromycin; Streptococcus; Streptococcus agalactiae; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007403724,0.0001226816,0.0003645584,0.00006023896,0.00003631554,0.000003774188,0.00005539642,0.0001165631,0.001370966],"category_scores_gemma":[0.00008618698,0.0001055084,0.0000498698,0.0001841472,0.0000434666,0.0000440083,0.00006339912,0.0001792732,0.0000663086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231206,"about_ca_system_score_gemma":0.0001862848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5230511,"about_ca_topic_score_gemma":0.9137167,"domain_scores_codex":[0.9989867,0.0001247181,0.0003263443,0.0003140465,0.0000246454,0.0002236071],"domain_scores_gemma":[0.9994817,0.00009003317,0.00007199668,0.0002114559,0.00003584601,0.0001089154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004000673,0.0001772068,0.212418,0.000006897371,0.0000340029,0.00005613008,0.00002214329,0.000006600808,0.7856448,0.0004804718,0.0008943289,0.0002193638],"study_design_scores_gemma":[0.0005754751,0.0003326275,0.8121311,0.00004207672,0.00003290857,0.0002292214,0.00001845235,0.00001548572,0.1294488,0.0003631766,0.05666176,0.0001489129],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906206,0.0000314366,0.0003577576,0.00786409,0.000434687,0.0002047757,0.0003355838,0.00001822177,0.0001328826],"genre_scores_gemma":[0.9947134,0.00005954885,0.0001505748,0.002240375,0.0001316414,0.00002389779,0.002317662,0.000009233197,0.0003536202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6561961,"threshold_uncertainty_score":0.9995419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00719315365584225,"score_gpt":0.236912295447734,"score_spread":0.2297191417918918,"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."}}