{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001441204,0.0001119406,0.0003068671,0.00005870471,0.00006957737,0.00002226612,0.000118068,0.000128165,0.0001970576],"category_scores_gemma":[0.001497168,0.00006793853,0.00005000797,0.0005340004,0.000239098,0.0003338546,0.00005747759,0.0002513399,0.000002779283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006821031,"about_ca_system_score_gemma":0.0000383026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006673805,"about_ca_topic_score_gemma":0.001175731,"domain_scores_codex":[0.998691,0.00007277539,0.0005514358,0.0002429593,0.0002229415,0.0002189057],"domain_scores_gemma":[0.9973523,0.001087049,0.001009212,0.00002766807,0.0004535608,0.00007019359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008663111,0.0003618219,0.9694713,0.00005032532,0.00002780194,5.972176e-7,0.0005094889,6.161649e-7,0.01531704,0.007866289,0.0009057947,0.005402286],"study_design_scores_gemma":[0.0003109558,0.001009772,0.98902,0.00006550538,0.00003148127,0.000007093452,0.002669795,0.00007418547,0.001397667,0.001471805,0.003773201,0.0001684773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929585,0.00002611678,0.00003836476,0.003342323,0.00005709378,0.0001832419,0.00003988867,0.0000369184,0.003317544],"genre_scores_gemma":[0.9980078,0.001075274,0.0005414228,0.0001614387,0.00006802403,0.00001374544,0.00002751904,0.000001123304,0.0001036476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01954876,"threshold_uncertainty_score":0.2770452,"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."}}