{"id":"W2889092765","doi":"10.3201/eid2410.171711","title":"Genetic Diversity and Antimicrobial Drug Resistance of Serotype VI Group B <i>Streptococcus,</i> Canada","year":2018,"lang":"en","type":"letter","venue":"Emerging infectious diseases","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Public Health Agency of Canada","funders":"","keywords":"Serotype; Erythromycin; Penicillin; Clindamycin; Microbiology; Biology; Antibiotic resistance; Streptococcus; Drug resistance; Virology; Streptococcus pneumoniae; Population; Antimicrobial; Group A; Clade; Antibiotics; Medicine; Genetics; Gene; Bacteria; Phylogenetics","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":[0.0002506072,0.0001219563,0.000135443,0.0005160433,0.001970102,0.0008072044,0.0005064375,0.001077717,0.001910942],"category_scores_gemma":[0.002067095,0.0001265215,0.00009593357,0.0007570822,0.0008351121,0.0002564951,0.0002136835,0.001246202,0.0003486059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01059542,"about_ca_system_score_gemma":0.004873091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8092728,"about_ca_topic_score_gemma":0.846122,"domain_scores_codex":[0.9995976,0.00004212218,0.0000281805,0.00005725209,0.0001163719,0.0001584509],"domain_scores_gemma":[0.9993597,0.000121735,0.0000691149,0.00002712459,0.0002573858,0.000165055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000379369,0.0001163624,0.7784538,0.0001121438,0.00003788272,0.05266775,0.004639776,0.0004673827,0.006688153,0.002590745,0.07117489,0.08267167],"study_design_scores_gemma":[0.00008275546,0.0001580043,0.7966141,0.0002921431,0.00006060435,0.08885282,0.01360442,0.001805371,0.002473814,0.001806322,0.0941695,0.00008003315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8665904,0.003859212,0.000355159,0.08475114,0.0003880611,0.00006676015,0.000652367,0.00002814308,0.04330878],"genre_scores_gemma":[0.9803515,0.002419784,0.0002783248,0.01100646,0.000411806,0.00001428731,0.0001289598,0.00001285737,0.005376054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1907272,"threshold_uncertainty_score":0.3837008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005526542545585923,"score_gpt":0.2049970944857912,"score_spread":0.1994705519402053,"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."}}