{"id":"W2490994983","doi":"","title":"The cost of a case of subclinical ketosis in Canadian dairy herds.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Herd; Culling; Lactation; Animal science; Incidence (geometry); Gynecology; Medicine; Ketosis; Subclinical infection; Pregnancy; Biology; Internal medicine; Mathematics; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005639756,0.00005198775,0.0001244396,0.000008985984,0.00004926929,0.000003165251,0.0001848112,0.00005130618,0.0000173712],"category_scores_gemma":[0.0007032714,0.00001272942,0.00004745698,0.0001659351,0.0002810376,0.00004135914,0.00003498807,0.0000485058,0.000003100469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003539432,"about_ca_system_score_gemma":0.00001591506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09935933,"about_ca_topic_score_gemma":0.3350376,"domain_scores_codex":[0.9991629,0.0001206656,0.0002100409,0.0001714741,0.00005374047,0.0002812523],"domain_scores_gemma":[0.998978,0.000695983,0.00008110593,0.00008734221,0.0000502431,0.00010732],"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":[0.00007351719,0.00007037169,0.2852678,0.000002875502,0.0000218399,0.00002315537,0.00003721788,6.996946e-7,0.01949048,0.0007591068,0.0007498994,0.6935031],"study_design_scores_gemma":[0.00007459906,0.00005819934,0.99462,0.000003424618,0.000002989399,0.00001360755,0.00005490135,4.314241e-7,0.001398643,0.0008695135,0.002864323,0.00003935576],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945144,0.0000862958,7.544791e-8,0.004276485,0.00009895885,0.0003708475,0.00003535662,0.000004017,0.000613541],"genre_scores_gemma":[0.9994804,0.0000285198,0.000003962078,0.00003000749,0.00008361779,0.0002376603,0.000001064154,3.751795e-7,0.0001344323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7093523,"threshold_uncertainty_score":0.9066381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04075349692331331,"score_gpt":0.2442913816624857,"score_spread":0.2035378847391724,"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."}}