{"id":"W3136297179","doi":"10.1038/s41598-021-85882-3","title":"Capsular polysaccharide switching in Streptococcus suis modulates host cell interactions and virulence","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Saint Hyacinthe; Agriculture and Agri-Food Canada; Université de Montréal","funders":"National Institute for Basic Biology; Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada","keywords":"Virulence; Streptococcus suis; Microbiology; Polysaccharide; Host (biology); Biology; Virology; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002466599,0.0001376618,0.000214081,0.0002241547,0.0002237314,0.0001825169,0.00002640702,0.00004811,0.0003369889],"category_scores_gemma":[0.0001451697,0.0001232632,0.0000801828,0.0005714316,0.00007274937,0.0002078114,0.00007189406,0.0001803611,0.00002234229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009414159,"about_ca_system_score_gemma":0.000162476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005219824,"about_ca_topic_score_gemma":0.0003005305,"domain_scores_codex":[0.9984224,0.00002671812,0.0003971267,0.0006920428,0.0002121389,0.0002495914],"domain_scores_gemma":[0.9989576,0.00003797179,0.0001276774,0.0005768378,0.0001424269,0.0001575172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003627919,0.0002771776,0.5770798,0.00002437203,0.00002204989,0.002476285,0.0002104502,0.00001701326,0.4182434,0.00001259298,0.000177608,0.001455667],"study_design_scores_gemma":[0.0007113131,0.00005928985,0.4095539,0.0003107239,0.0001094903,0.001939969,0.000592871,0.000852654,0.5801913,0.001471576,0.003959435,0.0002475627],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956741,0.000409733,0.00008139168,0.0001665193,0.001837908,0.0003448719,0.00000276916,0.00004666287,0.00143606],"genre_scores_gemma":[0.9958358,0.00001937866,0.0003600015,0.00002684843,0.00003597692,0.00004970056,0.00002492689,0.00001253956,0.003634853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1675259,"threshold_uncertainty_score":0.5026529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138168046406358,"score_gpt":0.2781427337639826,"score_spread":0.2643259291233468,"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."}}