{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001309124,0.0007186551,0.00058458,0.007334361,0.001501099,0.002109623,0.0014861,0.000501406,0.00194833],"category_scores_gemma":[0.002533559,0.000335082,0.0006828288,0.009737884,0.0006212454,0.0006000883,0.0008871775,0.0007732843,0.0003308147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.030922,"about_ca_system_score_gemma":0.05613139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991184,"about_ca_topic_score_gemma":0.9925875,"domain_scores_codex":[0.9978226,0.0000707417,0.0001653466,0.000130345,0.001407358,0.0004035553],"domain_scores_gemma":[0.9941308,0.0001557961,0.0006142013,0.0000635022,0.004249526,0.0007860955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001655183,0.00006422497,0.8883738,0.0006695591,0.0001467559,0.0004186924,0.0006417446,0.0006385359,0.0007946855,0.0002614678,0.0248342,0.08299074],"study_design_scores_gemma":[0.0000070525,0.00003677717,0.9754098,0.0006033491,0.0001147061,0.0004683241,0.001343231,0.0003482675,0.0002248858,0.00004636637,0.02136584,0.0000314218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6481067,0.1990246,0.002434121,0.01039455,0.001047669,0.0003447926,0.09284467,0.0006188223,0.04518412],"genre_scores_gemma":[0.8164374,0.1251951,0.003402138,0.003683049,0.0004025653,0.0001124948,0.04236037,0.00007518274,0.00833168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.030922,"threshold_uncertainty_score":0.2243559,"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."}}