{"id":"W2102531778","doi":"10.1017/s0022029908003762","title":"Prevalence of intramammary infection in Dutch dairy herds","year":2009,"lang":"en","type":"article","venue":"Journal of Dairy Research","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Herd; Somatic cell count; Streptococcus dysgalactiae; Streptococcus agalactiae; Streptococcus uberis; Mastitis; Veterinary medicine; Animal science; Biology; Dairy cattle; Coagulase; Medicine; Staphylococcus aureus; Lactation; Streptococcus; Pregnancy; Ice calving; Staphylococcus; Microbiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004233113,0.0001468564,0.0002716084,0.0006295486,0.0002951926,0.0004857749,0.0003310898,0.000261624,0.0006923095],"category_scores_gemma":[0.001299322,0.0002277048,0.0001604259,0.0008897455,0.0002826882,0.0002573367,0.0002764991,0.0001574702,0.00008608344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024805,"about_ca_system_score_gemma":0.0004483421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06176449,"about_ca_topic_score_gemma":0.08773887,"domain_scores_codex":[0.9994932,0.0001211719,0.0000567291,0.0001195183,0.00009984613,0.0001094655],"domain_scores_gemma":[0.9993346,0.00008824631,0.0003232136,0.00002184325,0.0001154135,0.0001165885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000425109,0.0000123768,0.996663,0.0000154981,0.00002228741,0.0001392292,0.0002879545,0.00003132378,0.0008628491,0.000007372654,0.00008368462,0.001831837],"study_design_scores_gemma":[0.00000185707,0.00003616926,0.9991762,0.00000519798,0.000006152273,0.0001550287,0.0002632533,0.00005274746,0.00007055039,0.000002860895,0.0002284752,0.000001459422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993907,0.0002111944,0.00003673906,0.00001152753,0.000001086552,0.000003860694,0.0001672,0.000001384237,0.0001762945],"genre_scores_gemma":[0.9989686,0.0002056321,0.0001320372,0.00001713508,0.000001914681,0.000008249007,0.0004452986,0.000001126352,0.0002200502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06176449,"threshold_uncertainty_score":0.1228099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08677463246400954,"score_gpt":0.360662928811135,"score_spread":0.2738882963471254,"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."}}