{"id":"W3024015102","doi":"10.3390/pathogens9050374","title":"Update on Streptococcus suis Research and Prevention in the Era of Antimicrobial Restriction: 4th International Workshop on S. suis","year":2020,"lang":"en","type":"article","venue":"Pathogens","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":203,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research; Medical Research Council; Royal Society; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Wellcome Trust","keywords":"Streptococcus suis; Outbreak; Infection control; Disease control; Pathogen; Disease; Medicine; Livestock; Antimicrobial; Environmental health; Veterinary medicine; Microbiology; Biology; Virology; Intensive care medicine; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00021385,0.00008829851,0.0001318162,0.0001244567,0.00007275939,0.0000228305,0.00006727258,0.00005979899,0.0001372349],"category_scores_gemma":[0.0001644407,0.00006254343,0.00005552036,0.0004391599,0.0000616348,0.00003567003,0.00003434748,0.0003364384,0.00003251359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005259913,"about_ca_system_score_gemma":0.00003589202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004536406,"about_ca_topic_score_gemma":0.00002533941,"domain_scores_codex":[0.9990545,0.0001060936,0.0001920478,0.0002420372,0.0002617134,0.000143618],"domain_scores_gemma":[0.999481,0.0001429952,0.0000487264,0.0001737047,0.00009505705,0.0000585564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001477383,0.002520391,0.9110994,0.00006852452,0.0002387705,0.0002776511,0.001387301,0.00009966512,0.01876496,0.003448224,0.00827159,0.05234616],"study_design_scores_gemma":[0.004031984,0.002363621,0.9757428,0.0004865914,0.0000726218,0.00002669487,0.0006534635,0.0002334945,0.01021072,0.0004991975,0.005528334,0.0001505108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990028,0.00002863961,0.00002801499,0.005821265,0.0001028964,0.0006573595,0.00004979992,0.0000159473,0.003268029],"genre_scores_gemma":[0.9989786,0.0002592917,0.0001048023,0.0002230067,0.0001745452,0.00005857895,0.00007470237,0.000008941155,0.0001175188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06464339,"threshold_uncertainty_score":0.2550447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09309115234993066,"score_gpt":0.3788957868583396,"score_spread":0.285804634508409,"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."}}