{"id":"W4388515716","doi":"10.1093/tas/txad126","title":"Metabolic insights and background from naturally affected pigs during <i>Streptococcus suis</i> outbreaks","year":2023,"lang":"en","type":"article","venue":"Translational Animal Science","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Streptococcus suis; Outbreak; Biology; Veterinary medicine; Serotype; Ataxia; Physiology; Medicine; Microbiology; Virology","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":[0.00007691319,0.0001560838,0.0001947389,0.0002085658,0.0003895645,0.00007140725,0.00008342758,0.00005662511,0.0002202975],"category_scores_gemma":[0.00003466543,0.0001202558,0.00006630631,0.001223729,0.0003217908,0.0003684435,0.00003325705,0.0001300997,0.0001242558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002831887,"about_ca_system_score_gemma":0.0001103453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001990205,"about_ca_topic_score_gemma":0.0000729434,"domain_scores_codex":[0.9986379,0.00001659466,0.0001837881,0.0004503563,0.0004249892,0.0002864392],"domain_scores_gemma":[0.9993922,0.0001272797,0.00003882662,0.0001355788,0.0001002122,0.0002058989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001190769,0.0001356344,0.4397628,0.00001567835,0.00007103812,0.0000421238,0.0003152947,0.00001418785,0.5553492,0.002761019,0.00002002412,0.001393909],"study_design_scores_gemma":[0.001342193,0.00009580172,0.9829125,0.00003229329,0.00005792864,0.00001941045,0.00003154407,0.0005983095,0.01391977,0.0005717796,0.0002948156,0.0001236483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963069,0.000331938,0.000009716123,0.0003946963,0.00008694785,0.0003905553,0.00004175214,0.0001493299,0.002288156],"genre_scores_gemma":[0.9991915,0.00004256589,0.0002443123,0.00005211691,0.0001075406,0.00003973318,0.00006246292,0.00001049159,0.000249281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5431497,"threshold_uncertainty_score":0.4903889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354920438333384,"score_gpt":0.2937786607130936,"score_spread":0.2702294563297597,"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."}}