{"id":"W1561086294","doi":"10.21423/aabppro20074623","title":"Prevalence, Etiology and Self Cure Rates of Subclinical Intramammary Infections in Fresh Cows","year":2007,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Subclinical infection; Etiology; Herd; Medicine; Lactation; Ice calving; Mastitis; Intensive care medicine; Environmental health; Internal medicine; Veterinary medicine; Biology; Pregnancy; Pathology","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":[0.001180698,0.0001421429,0.0002063827,0.000700031,0.000165703,0.0003813352,0.000195392,0.000293459,0.0007623793],"category_scores_gemma":[0.003505412,0.0001867256,0.000204505,0.0002021165,0.0003568975,0.0003669815,0.0002504892,0.0002278058,0.0001011234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002392289,"about_ca_system_score_gemma":0.0001195949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002171736,"about_ca_topic_score_gemma":0.002316543,"domain_scores_codex":[0.9994873,0.0001825837,0.00004852537,0.0001015719,0.0001081625,0.00007189183],"domain_scores_gemma":[0.9971309,0.0009669317,0.001280311,0.0001957451,0.0002181528,0.0002079735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000321326,0.0000513803,0.9926819,0.00001466121,0.00003140401,0.0000429271,0.0002410144,0.00004641349,0.002799305,0.0000132221,0.00002689354,0.003729484],"study_design_scores_gemma":[0.000004423779,0.0003672878,0.9986046,0.000003716594,0.00002169126,0.0001867914,0.0001583448,0.0001186186,0.0004848545,0.000008882123,0.00003791284,0.000003024441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997632,0.0001242335,0.00003943434,0.000003377912,6.404984e-7,0.000002253636,0.0000307714,9.551411e-7,0.00003518718],"genre_scores_gemma":[0.9996861,0.00005529394,0.00007708254,0.000006194272,0.000001685599,0.000003430823,0.0000817749,5.255043e-7,0.00008790116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002171736,"threshold_uncertainty_score":0.006244183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170262987596357,"score_gpt":0.2848195963955752,"score_spread":0.2677932976359396,"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."}}