{"id":"W2226239925","doi":"10.3168/jds.2015-10356","title":"Short communication: Herd-level prevalence of Mycobacterium avium ssp. paratuberculosis is not associated with participation in a voluntary Alberta Johne’s disease control program","year":2016,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Calgary","funders":"Dairy Farmers of Manitoba; Natural Sciences and Engineering Research Council of Canada; Alberta Milk; Alberta Livestock and Meat Agency; Dairy Farmers of Canada","keywords":"Paratuberculosis; Herd; Logistic regression; Mycobacterium avium subsp. paratuberculosis; Veterinary medicine; Confounding; Turnover; Feces; Disease control; Disease; Mycobacterium avium subspecies paratuberculosis; Medicine; Environmental health; Mycobacterium; Biology; Internal medicine; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00106086,0.0001881679,0.0001573065,0.0003435145,0.0004786143,0.0006614812,0.0007778243,0.0004703873,0.00731309],"category_scores_gemma":[0.005579576,0.000123353,0.0001828128,0.0004819577,0.0003517897,0.0002239892,0.0003782219,0.0005798429,0.000455832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008914099,"about_ca_system_score_gemma":0.002152165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1247467,"about_ca_topic_score_gemma":0.1233626,"domain_scores_codex":[0.9991494,0.0001390352,0.00004787236,0.0001447625,0.0003293684,0.0001895184],"domain_scores_gemma":[0.9924286,0.001323435,0.002840769,0.0003387078,0.001312455,0.001755972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003110255,0.0001192277,0.9921917,0.00003496368,0.00002763005,0.00008257664,0.0001495601,0.00002790407,0.0004380051,0.00002117724,0.001503309,0.005093031],"study_design_scores_gemma":[0.000006782976,0.0000910524,0.9990762,0.00001375004,0.00001565895,0.00006942939,0.0002193052,0.00008587141,0.00007499401,0.000009510579,0.0003355264,0.000001889269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953545,0.0001999984,0.0001598976,0.00066079,0.00007028651,0.00002948661,0.001391871,0.00001744942,0.002115783],"genre_scores_gemma":[0.9973537,0.00008701378,0.0001648865,0.0001442593,0.0000456062,0.00001099434,0.0006638641,0.000004764332,0.001524835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8752533,"threshold_uncertainty_score":0.2480412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03428617208930146,"score_gpt":0.3325617659874755,"score_spread":0.298275593898174,"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."}}