{"id":"W3122953849","doi":"10.3168/jds.2020-19381","title":"Economic losses due to Johne's disease (paratuberculosis) in dairy cattle","year":2021,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Genome Prairie; Genome British Columbia; Genome Canada","keywords":"Mycobacterium avium subspecies paratuberculosis; Paratuberculosis; Culling; Herd; Dairy cattle; Milk production; Livestock; Biology; Cattle Diseases; Mycobacterium avium subsp. paratuberculosis; Veterinary medicine; Animal science; Agricultural science; Geography; Mycobacterium; 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":[0.001291951,0.0002747351,0.0002568245,0.000394034,0.000327653,0.0006030023,0.0004475276,0.0004550441,0.0009348619],"category_scores_gemma":[0.002995376,0.0002881023,0.0004778771,0.0004485406,0.0004611267,0.0004251885,0.0003446815,0.0003734932,0.00008558383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001975447,"about_ca_system_score_gemma":0.001050134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04383232,"about_ca_topic_score_gemma":0.04476516,"domain_scores_codex":[0.9996481,0.0001687278,0.00001447808,0.00004737546,0.00005011119,0.00007123378],"domain_scores_gemma":[0.9989442,0.0007098117,0.0001680695,0.00003795051,0.00008287153,0.0000570635],"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":[0.0001340564,0.0000773118,0.04584061,0.0000249049,0.00006229097,0.0001184133,0.00005566792,0.9466608,0.0004094075,0.001045926,0.0001944082,0.005376235],"study_design_scores_gemma":[0.00004440792,0.0002815718,0.03623642,0.00003194089,0.00007745292,0.00008925836,0.0002086542,0.9603326,0.0006837029,0.00140255,0.0005904253,0.00002097474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896795,0.0002029385,0.008306846,0.00008826751,0.00001131198,0.0000360153,0.0002745336,0.00002297458,0.001377637],"genre_scores_gemma":[0.9969901,0.0001444635,0.00218527,0.0000165933,0.000001817811,0.00002070463,0.0001648404,0.000003578918,0.0004727027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04383232,"threshold_uncertainty_score":0.08715439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185679350038787,"score_gpt":0.3185482352807662,"score_spread":0.2966914417803783,"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."}}