{"id":"W2119649681","doi":"10.3201/eid1708.060232","title":"<i>Streptococcus suis</i>Sequence Type 7 Outbreak, Sichuan, China","year":2006,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Streptococcus suis; Outbreak; Multilocus sequence typing; Serotype; Biology; Virulence; Virology; Microbiology; Typing; Genotype; Molecular epidemiology; Gene; Genetics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004219351,0.0003049284,0.0003366619,0.0001933416,0.0003013393,0.00005859044,0.00006543999,0.00008425392,0.001112477],"category_scores_gemma":[0.0001074942,0.000266661,0.0002396804,0.0006014541,0.0001159344,0.000151956,0.00004696532,0.0001641009,0.0003822277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001847144,"about_ca_system_score_gemma":0.0001237777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001900815,"about_ca_topic_score_gemma":0.00009152402,"domain_scores_codex":[0.9985224,0.00003835014,0.0003163211,0.0004457831,0.0002471028,0.0004300678],"domain_scores_gemma":[0.9990074,0.00005035763,0.0001101386,0.0004452781,0.0001554896,0.0002313329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003847344,0.0009743948,0.9873614,0.00004789962,0.0001369412,0.0001243073,0.00001683365,0.0001932948,0.001080767,0.0006891055,0.006181361,0.003155218],"study_design_scores_gemma":[0.001741872,0.0004274267,0.9792733,0.00009774874,0.0004297212,0.0001091291,0.00001319876,0.0001335722,0.001205153,0.001384189,0.014875,0.0003097257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956265,0.0006613499,0.0001171879,0.0002259483,0.0006567408,0.0006780389,0.00005035959,0.0008340393,0.04051138],"genre_scores_gemma":[0.9963428,0.00004903563,0.00004207744,0.0001623828,0.0005326188,0.000150683,0.0002062804,0.00004891796,0.002465204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04007784,"threshold_uncertainty_score":0.9999785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222208686538806,"score_gpt":0.2887323172344308,"score_spread":0.2765102303690428,"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."}}