{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009101124,0.0006462904,0.0004750603,0.0009676398,0.001029025,0.001660726,0.002068921,0.001007486,0.004270314],"category_scores_gemma":[0.003631148,0.00054562,0.001025513,0.001185705,0.0007502164,0.0008320842,0.0005942805,0.0008973667,0.0002117721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02724938,"about_ca_system_score_gemma":0.01527126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8838083,"about_ca_topic_score_gemma":0.8755548,"domain_scores_codex":[0.9995302,0.00009176823,0.00001827554,0.00005667139,0.000118145,0.0001849993],"domain_scores_gemma":[0.9992208,0.00033214,0.0001251293,0.00002151511,0.0001925174,0.000107924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002474148,0.00004831646,0.03719663,0.0001261455,0.0001220324,0.0005187543,0.00009702209,0.9369054,0.0003998902,0.008408178,0.002485488,0.01344468],"study_design_scores_gemma":[0.00008009127,0.0001339008,0.0318913,0.00009985825,0.0002381167,0.0004945933,0.0004067318,0.9551324,0.0002932311,0.005625449,0.005548795,0.00005554202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8880021,0.003329566,0.04329438,0.004657079,0.0001639512,0.0006278474,0.01265171,0.0002423125,0.04703094],"genre_scores_gemma":[0.9874979,0.0007218948,0.005269727,0.0001071283,0.00001001333,0.00006781091,0.001057768,0.00001485233,0.005252881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1161917,"threshold_uncertainty_score":0.233752,"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."}}