{"id":"W3119416465","doi":"10.21423/aabppro20197303","title":"Investigating the dynamics of Johne’s Disease on Ontario dairy farms","year":2019,"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":"University of Guelph","funders":"","keywords":"Culling; Paratuberculosis; Mycobacterium avium subspecies paratuberculosis; Herd; Dairy cattle; Disease control; Disease; Veterinary medicine; Risk assessment; Agricultural science; Mycobacterium avium subsp. paratuberculosis; Medicine; Environmental health; Animal science; Biology; Mycobacterium; Tuberculosis","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":[0.0005382731,0.0002642242,0.00018967,0.001123873,0.002025234,0.001077996,0.0007020075,0.0003548035,0.001411076],"category_scores_gemma":[0.001823792,0.0003325431,0.0002284474,0.001448073,0.0007341799,0.0004438556,0.0008353931,0.0003253403,0.000233723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01558687,"about_ca_system_score_gemma":0.01196774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.898646,"about_ca_topic_score_gemma":0.9639293,"domain_scores_codex":[0.9992144,0.00006728436,0.00002742974,0.000108455,0.0003091608,0.0002733364],"domain_scores_gemma":[0.9975847,0.0001727748,0.0006777619,0.00006296146,0.0009809614,0.0005208379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009246685,0.00004527694,0.9858585,0.00004851387,0.0000205491,0.0004902508,0.003636374,0.0001505145,0.002884442,0.0000746297,0.0007565418,0.005941893],"study_design_scores_gemma":[0.000002242873,0.00004953487,0.9953859,0.00001188981,0.000004636747,0.0000354361,0.003108597,0.0001830058,0.00007696712,0.00001674881,0.001119731,0.000005098248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996208,0.0001188249,0.00008610687,0.0002157762,0.000005276587,0.00004966156,0.000524035,0.000005143385,0.002787182],"genre_scores_gemma":[0.9955906,0.0003998421,0.0003196507,0.00008101011,0.00000669236,0.00002967272,0.000556341,0.000003035784,0.003013282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.101354,"threshold_uncertainty_score":0.2039018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474967288402124,"score_gpt":0.2711198061658978,"score_spread":0.2563701332818766,"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."}}