{"id":"W2739028717","doi":"10.3201/eid2307.161259","title":"Clonal Clusters and Virulence Factors of Group C and G<i>Streptococcus</i>Causing Severe Infections, Manitoba, Canada, 2012–2014","year":2017,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Shared Health","funders":"","keywords":"Bacteremia; Virulence; Clade; Streptococcus; Biology; Incidence (geometry); Streptococcus pneumoniae; Microbiology; Disease; Medicine; Internal medicine; Gene; Bacteria; Genetics; Phylogenetics; Antibiotics","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":[],"consensus_categories":[],"category_scores_codex":[0.00005185258,0.0002644929,0.0003557367,0.0001398621,0.0009015127,0.00008812723,0.00004965921,0.00007155422,0.0001261515],"category_scores_gemma":[0.0001234311,0.0002360297,0.00009390505,0.00007470663,0.0002560582,0.0003529133,0.000120384,0.0001452317,0.000001989914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001575044,"about_ca_system_score_gemma":0.0001638177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2609808,"about_ca_topic_score_gemma":0.2125222,"domain_scores_codex":[0.9988269,0.00003777508,0.0002728728,0.0003711523,0.0002150556,0.0002763069],"domain_scores_gemma":[0.998829,0.0001151535,0.0002503217,0.0004147767,0.00009066201,0.0003000517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002387337,0.0002473613,0.9948084,0.0001368725,0.0002326742,0.00002785148,0.00003447664,0.00001839653,0.0001515053,0.00008534492,0.001202634,0.003030635],"study_design_scores_gemma":[0.001428727,0.0002554016,0.9953424,0.0001898381,0.0003923243,0.0001144032,0.0001237909,0.00008086869,0.0001857338,0.00008940013,0.001579737,0.0002173805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968187,0.0006248011,0.00007860469,0.0001115184,0.0004502233,0.0004809965,0.0001138917,0.00007806297,0.001243178],"genre_scores_gemma":[0.9992805,0.0002819745,0.00001932662,0.00007821999,0.0001137599,0.00004934663,0.00003644442,0.00002590593,0.00011455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04845862,"threshold_uncertainty_score":0.962501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127025388428478,"score_gpt":0.26145427454994,"score_spread":0.2487517357070922,"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."}}