{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003864348,0.00008062527,0.0002150698,0.00009873675,0.00008658863,0.00003105681,0.0003881883,0.0001158894,0.0004297683],"category_scores_gemma":[0.000639961,0.00003419119,0.0001038053,0.0007216739,0.0001164913,0.0003209138,0.00007139759,0.0006685245,0.000008595704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006473914,"about_ca_system_score_gemma":0.0000550554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001875046,"about_ca_topic_score_gemma":0.0002549972,"domain_scores_codex":[0.9976853,0.0005479594,0.000562155,0.0001403726,0.0007688847,0.0002952863],"domain_scores_gemma":[0.9988118,0.0004368539,0.0001839845,0.00007039199,0.0003877905,0.0001091265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000810392,0.001172442,0.2733932,0.0002272415,0.00002349057,0.0001425534,0.0006856291,0.00007021276,0.2101128,0.001548606,0.01067682,0.5011367],"study_design_scores_gemma":[0.0002851592,0.00188967,0.982693,0.0002570677,0.000004418015,0.00006351238,0.0001731892,0.00002487904,0.004333746,0.005390945,0.004801675,0.00008280868],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950468,0.0005598507,0.000007601247,0.002005107,0.0001363922,0.000113318,0.000007390604,0.000006242993,0.002117326],"genre_scores_gemma":[0.9971824,0.001914346,0.0001069261,0.00005488176,0.0003714965,0.000001340696,0.000001826225,5.491743e-7,0.0003662068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7092997,"threshold_uncertainty_score":0.4705662,"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."}}