{"id":"W2152558603","doi":"10.1017/s0950268802007483","title":"A mathematical model of <i>Staphylococcus aureus</i> control in dairy herds","year":2002,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Herd; Mastitis; Subclinical infection; Staphylococcus aureus; Basic reproduction number; Medicine; Disease control; Veterinary medicine; Disease; Statistics; Biology; Mathematics; Environmental health; Internal medicine; Pathology; Bacteria","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":[0.0010286,0.00008298855,0.0002934859,0.00001499516,0.00006145314,0.00000224597,0.00004895531,0.0001736557,0.000389537],"category_scores_gemma":[0.0006266885,0.00003558986,0.00005740483,0.00009686519,0.0001299341,0.00007863713,0.0000226122,0.0001432559,0.00001443353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008868509,"about_ca_system_score_gemma":0.000001463394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001459132,"about_ca_topic_score_gemma":0.0003132864,"domain_scores_codex":[0.9989238,0.0003304844,0.0003564374,0.0001722981,0.00003777518,0.0001792462],"domain_scores_gemma":[0.9989495,0.0008459975,0.00009753095,0.00004133727,0.00001871145,0.00004693738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000180591,0.0009620365,0.6006595,0.0001785286,0.00006021867,0.000004537909,0.0006246552,0.004167287,0.1160441,0.1355678,0.01848692,0.1230638],"study_design_scores_gemma":[0.001267157,0.0008587665,0.3306744,0.0001112144,0.000038513,0.00001918249,0.00006899899,0.3880682,0.0006201575,0.2674076,0.01043008,0.0004357525],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912146,0.0003430386,0.002046508,0.001608543,0.00005474435,0.0001281132,0.00001558527,0.00002743325,0.004561434],"genre_scores_gemma":[0.9983422,0.0003858381,0.000138797,0.0008968746,0.00006745613,0.0000178316,0.000005068968,4.320886e-7,0.0001455053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3839009,"threshold_uncertainty_score":0.4265157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06630481555747708,"score_gpt":0.2735781689378964,"score_spread":0.2072733533804194,"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."}}