{"id":"W4410107860","doi":"10.1016/j.onehlt.2025.101063","title":"Occupational exposure and human carriage of Streptococcus equi subsp. zooepidemicus resulting in multiple livestock outbreaks","year":2025,"lang":"en","type":"article","venue":"One Health","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Maple Leaf Foods; University of Manitoba; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Agriculture - Saskatchewan","keywords":"Carriage; Outbreak; Livestock; Streptococcus equi; Veterinary medicine; Zoonosis; Biology; Microbiology; Virology; Medicine; Bacteria; Ecology; 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":[0.0003144696,0.000129369,0.0004168927,0.0002357813,0.0001376007,0.000006629489,0.00003412937,0.00008995472,0.00002937926],"category_scores_gemma":[0.0002185578,0.0001206702,0.00005320167,0.0002762518,0.00006362951,0.00004605531,0.00004171093,0.0001923307,0.000002517676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001782121,"about_ca_system_score_gemma":0.0002851644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008637843,"about_ca_topic_score_gemma":0.001509126,"domain_scores_codex":[0.9986813,0.00009178751,0.0005689583,0.0002849778,0.0001261897,0.0002468002],"domain_scores_gemma":[0.999176,0.0002090892,0.0001744965,0.0002409172,0.00007726324,0.0001222535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001040967,0.0003618264,0.9897963,0.0002291509,0.00004427168,0.000004974899,0.0002188782,0.000009974226,0.00129663,0.001702214,0.0001681007,0.006063578],"study_design_scores_gemma":[0.003831897,0.0005314866,0.9935929,0.0006037427,0.00002606617,0.000003135873,0.0001681002,0.0001291575,0.0006365386,0.0001675591,0.0002426582,0.00006673826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948872,0.0005077269,0.00009963517,0.0006288352,0.00007213103,0.001064457,0.0000487241,0.00003621002,0.002655076],"genre_scores_gemma":[0.9982059,0.00004201059,0.0009173292,0.000179113,0.00005345825,0.0001057543,0.00008150982,0.00001000321,0.0004049227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007128717,"threshold_uncertainty_score":0.9979637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05878884455097384,"score_gpt":0.3758094363295886,"score_spread":0.3170205917786147,"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."}}