{"id":"W3171528073","doi":"10.21423/aabppro20133821","title":"Interpretation of repeated testing for Mycobacterium avium subsp paratuberculosis on Ontario dairy herds","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":"Herd; Mycobacterium avium subspecies paratuberculosis; Milking; Paratuberculosis; Danish; Test (biology); Dairy industry; Veterinary medicine; Medicine; Agricultural science; Animal science; Biology; Mycobacterium; Food science","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":[0.003331328,0.0005255413,0.0005911435,0.003416274,0.001498356,0.001089436,0.00161939,0.0005583714,0.001928949],"category_scores_gemma":[0.01194264,0.0004992266,0.0004408298,0.002105617,0.001185414,0.0003126754,0.001004284,0.0004049286,0.0003796297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00860346,"about_ca_system_score_gemma":0.005047014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6334776,"about_ca_topic_score_gemma":0.7235911,"domain_scores_codex":[0.9947108,0.0008748475,0.0003223852,0.0004071029,0.003002238,0.0006825497],"domain_scores_gemma":[0.9912049,0.001205134,0.001813265,0.0005097475,0.004638042,0.0006288034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003073624,0.00003327454,0.9671839,0.0002260087,0.0001043603,0.001979912,0.002964132,0.0001952118,0.006279298,0.0000741714,0.002454607,0.01819768],"study_design_scores_gemma":[0.000006374406,0.00006718967,0.9931203,0.00008348151,0.00006001823,0.0006614997,0.001606029,0.0003727869,0.00104739,0.00004396386,0.002917762,0.00001313764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753281,0.002634712,0.001514307,0.0008656574,0.0001503193,0.0002126614,0.001698317,0.0001392921,0.01745665],"genre_scores_gemma":[0.9937511,0.001147248,0.002065323,0.0002598412,0.00004939413,0.00005617097,0.0006030098,0.00002075029,0.002047211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3665224,"threshold_uncertainty_score":0.7373618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02166129458568816,"score_gpt":0.2852362759270017,"score_spread":0.2635749813413136,"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."}}