{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000881714,0.0001114403,0.0002629208,0.0003171165,0.0002520173,0.00002938908,0.0001476221,0.00006485171,0.00001538895],"category_scores_gemma":[0.00003914125,0.0001403499,0.00006100001,0.0002121929,0.0001067337,0.0002203858,0.00005842641,0.00006072466,0.0000124519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002967007,"about_ca_system_score_gemma":0.0000979345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002118682,"about_ca_topic_score_gemma":0.00001383368,"domain_scores_codex":[0.9991448,0.000007352489,0.0002914588,0.0003680172,0.00002396554,0.0001644432],"domain_scores_gemma":[0.9994978,0.00003061007,0.0001890391,0.0001687596,0.00005212811,0.00006169923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001307602,0.0001477472,0.1110653,0.00004149646,0.00009083673,0.00002416902,0.0005333132,0.0006909519,0.0003968866,0.8851901,0.001096103,0.0005923157],"study_design_scores_gemma":[0.003516677,0.0001582655,0.7139958,0.0001790382,0.00005909911,0.00004349499,0.001494001,0.0008950263,0.001298308,0.003317085,0.2743765,0.0006666507],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424806,0.0009688418,0.01121235,0.0008338999,0.0003888877,0.0005333847,0.0001196119,0.00003312371,0.04342935],"genre_scores_gemma":[0.9946857,0.0000702381,0.001038191,0.00004519979,0.00002413539,0.000002826647,0.00001482633,0.000004202517,0.004114696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.881873,"threshold_uncertainty_score":0.5723304,"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."}}