{"id":"W2123345218","doi":"10.1128/cvi.00324-08","title":"Association of<i>Escherichia coli</i>J5-Specific Serum Antibody Responses with Clinical Mastitis Outcome for J5 Vaccinate and Control Dairy Cattle","year":2008,"lang":"en","type":"article","venue":"Clinical and Vaccine Immunology","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"U.S. Department of Agriculture","keywords":"Mastitis; Antibody; Herd; Culling; Ice calving; Vaccination; Medicine; Dairy cattle; Lactation; Immunology; Biology; Animal science; Veterinary medicine; Microbiology; Pregnancy","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":[0.001615266,0.0002080768,0.0008611854,0.00001978504,0.000284147,0.00002024154,0.0002080744,0.000372061,0.0001333055],"category_scores_gemma":[0.001159766,0.00009483796,0.0001697615,0.0001547811,0.000235463,0.0001118808,0.0001143236,0.0003713978,0.000009131268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001109313,"about_ca_system_score_gemma":0.00002618207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006480254,"about_ca_topic_score_gemma":0.0003084034,"domain_scores_codex":[0.9972338,0.0006304033,0.001156694,0.0005054795,0.0001142539,0.0003593888],"domain_scores_gemma":[0.9941984,0.004884186,0.0004644482,0.0001297237,0.0002045211,0.0001186988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00243573,0.0002642892,0.9718577,0.00001889079,0.0001635481,0.000008532203,0.00002865657,3.523194e-7,0.005336795,0.0003955859,0.001847661,0.01764221],"study_design_scores_gemma":[0.003577211,0.002568583,0.9345224,0.00002108436,0.00006541241,0.00002884448,0.00006276261,0.00001280904,0.00008950564,0.0002966571,0.05855461,0.0002000686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912971,0.001188446,0.0001179807,0.006086371,0.0005384182,0.0004193293,0.0002370332,0.00004893707,0.00006637274],"genre_scores_gemma":[0.9913782,0.005781753,0.0003334692,0.0007753703,0.00036492,0.00002347066,0.00005372224,0.000003330524,0.001285797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05670695,"threshold_uncertainty_score":0.386738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06103112064895162,"score_gpt":0.3336486666349752,"score_spread":0.2726175459860236,"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."}}