{"id":"W2168547182","doi":"10.3201/eid1804.111803","title":"Genomic Analysis of<i>emm59</i>Group A<i>Streptococcus</i>Invasive Strains, United States","year":2012,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Centers for Disease Control and Prevention; Minnesota Department of Health","keywords":"Streptococcus; Biology; Streptococcus pneumoniae; Group A; Cluster (spacecraft); Streptococcus pyogenes; Genetics; Genotype; Microbiology; Medicine; Gene; Bacteria; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002084251,0.0001905455,0.0001215193,0.0008253834,0.0002611594,0.0002605315,0.0000993278,0.0001509522,0.001195878],"category_scores_gemma":[0.0006376611,0.00007950937,0.0002175743,0.0006277711,0.000116734,0.00009349602,0.0001573983,0.0002082239,0.000159341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002631791,"about_ca_system_score_gemma":0.0002630191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01216526,"about_ca_topic_score_gemma":0.01511559,"domain_scores_codex":[0.9998461,0.00002774026,0.00001739655,0.00003804771,0.00004075183,0.00002987054],"domain_scores_gemma":[0.9996761,0.00005199061,0.0001175343,0.00002135195,0.00008609259,0.00004707441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005496532,0.0001579156,0.8038765,0.00007573111,0.00009661708,0.001095308,0.0006203398,0.0003256847,0.1596507,0.0005345692,0.00170848,0.03130857],"study_design_scores_gemma":[0.00000817259,0.000202917,0.9792629,0.00001995762,0.00004527346,0.001273274,0.0005931855,0.0003218727,0.01512095,0.00009135717,0.003054808,0.000005340184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939405,0.0001854391,0.0005448003,0.0001638473,0.000009800598,0.00001701207,0.001928234,0.00001398526,0.00319648],"genre_scores_gemma":[0.9956713,0.0001649496,0.001155977,0.0001269641,0.000007715652,0.000006393755,0.002413883,0.000005574616,0.0004473208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01216526,"threshold_uncertainty_score":0.02418888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360056532577036,"score_gpt":0.2846047034011602,"score_spread":0.2710041380753899,"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."}}