{"id":"W7074004732","doi":"","title":"emm and C-Repeat Region Molecular Typing of Beta-Hemolytic Streptococci in a Tropical Country: Implications for Vaccine Development","year":2009,"lang":"en","type":"article","venue":"CDU eSpace Institutional Repository (Charles Darwin University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Genotyping; Typing; Molecular epidemiology; Multilocus sequence typing; Group A; Genotype; Streptococcus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001146896,0.0002533665,0.0001631654,0.00082034,0.0002419514,0.0003009697,0.0001747855,0.0002697231,0.001099621],"category_scores_gemma":[0.003112491,0.0001260511,0.0001563995,0.0008586265,0.0004569669,0.0003347528,0.0004051609,0.0003393605,0.0001062876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000489337,"about_ca_system_score_gemma":0.0004960456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01182794,"about_ca_topic_score_gemma":0.009526156,"domain_scores_codex":[0.9995491,0.0002959293,0.00001518914,0.00003253774,0.0000295187,0.00007770713],"domain_scores_gemma":[0.9987314,0.0005139994,0.0004924153,0.00004872081,0.00006439481,0.0001489514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000171193,0.000105048,0.9892637,0.00002241387,0.00003237417,0.0001878291,0.0001804514,0.001322423,0.0007541169,0.0003662045,0.0001920334,0.007402299],"study_design_scores_gemma":[0.00002877149,0.0002827336,0.9946288,0.00001674449,0.00002516298,0.0002373261,0.0007228359,0.002936082,0.0003688649,0.0003832432,0.0003623315,0.000007126742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989818,0.0001040526,0.0003070569,0.0001764341,0.000001437684,0.000007512209,0.00008962673,9.10522e-7,0.0003311643],"genre_scores_gemma":[0.9986619,0.0002149581,0.0007376993,0.00007081153,0.000008834932,0.00001089322,0.0001164585,6.465189e-7,0.0001778447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01182794,"threshold_uncertainty_score":0.0235182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316628747668977,"score_gpt":0.1984433762817459,"score_spread":0.1752770888050561,"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."}}