{"id":"W3129907978","doi":"10.21423/aabppro20133820","title":"Association between risk assessment scores and lactating cow Mycobacterium avium subsp paratuberculosis ELISA results on Ontario dairy farms","year":2013,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs; University of Guelph","funders":"","keywords":"Paratuberculosis; Biosecurity; Veterinary medicine; Dairy cattle; Disease; Colostrum; Subclinical infection; Medicine; Environmental health; Feces; Animal science; Biology; Mycobacterium; Immunology; Antibody; Virology; Tuberculosis; Internal medicine","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":[0.0006866584,0.0003048989,0.0002087592,0.001334293,0.0009484126,0.0009325214,0.0007451348,0.000363177,0.002619577],"category_scores_gemma":[0.003534223,0.0002698388,0.0003532596,0.001456146,0.0006170227,0.0002586853,0.000616069,0.0004505369,0.000281819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007378108,"about_ca_system_score_gemma":0.005528908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7491688,"about_ca_topic_score_gemma":0.8434683,"domain_scores_codex":[0.9988838,0.0001094117,0.00007373542,0.0001669615,0.0004968458,0.0002691882],"domain_scores_gemma":[0.9947367,0.0005475511,0.001958508,0.0002102967,0.001433847,0.001113019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005026667,0.00001530841,0.9978568,0.000005803803,0.00001511425,0.0000795484,0.0003098782,0.00003664487,0.0002733341,0.00001480914,0.0002545707,0.001088022],"study_design_scores_gemma":[0.000001719888,0.00001871164,0.999185,0.00000614249,0.000005584374,0.00003151429,0.0003558158,0.00008728195,0.00002466909,0.000006466803,0.0002744894,0.000002758282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972129,0.0001054665,0.00005133064,0.0001164378,0.000005812185,0.00001660944,0.000648044,0.000007641466,0.00183565],"genre_scores_gemma":[0.9981095,0.0001042499,0.0001120449,0.00002107671,0.000003840492,0.00001135701,0.0005602131,0.000002986059,0.001074775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2508312,"threshold_uncertainty_score":0.5046167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01594945419440204,"score_gpt":0.2864051299449669,"score_spread":0.2704556757505648,"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."}}