{"id":"W1798295189","doi":"10.3168/jds.2014-8813","title":"Evaluation of the Johne’s disease risk assessment and management plan on dairy farms in Ontario, Canada","year":2015,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs; University of Guelph","funders":"Ontario Ministry of Food and Agriculture; University of Guelph","keywords":"Paratuberculosis; Risk assessment; Plan (archaeology); Dairy cattle; Environmental health; Dairy industry; Mycobacterium avium subsp. paratuberculosis; Agricultural science; Business; Geography; Medicine; Environmental planning; Animal science; Biology; Food science; Computer science","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":[0.005305504,0.0004409615,0.0003623948,0.001274558,0.001722499,0.001195227,0.001812223,0.0003735069,0.001648197],"category_scores_gemma":[0.01348979,0.0003982799,0.0006182728,0.001483927,0.0004862621,0.000472412,0.000934638,0.0004318305,0.000149186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05344727,"about_ca_system_score_gemma":0.07977405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9904923,"about_ca_topic_score_gemma":0.9943401,"domain_scores_codex":[0.9967061,0.0007432054,0.0002155377,0.0002375579,0.001532068,0.0005655956],"domain_scores_gemma":[0.9900566,0.001558333,0.001740108,0.0002108439,0.004799976,0.001633993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002737137,0.0002695252,0.9565706,0.0001610277,0.0001020539,0.000192598,0.001857943,0.004903106,0.0003575431,0.0002983935,0.003611841,0.03140157],"study_design_scores_gemma":[0.00005158415,0.000377655,0.9800443,0.0001065182,0.00004538998,0.00002814474,0.002366807,0.01364636,0.0001036013,0.00006286139,0.003136136,0.00003055155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882831,0.0004352253,0.001066753,0.001310103,0.00002241602,0.001177809,0.002803146,0.00006328461,0.004838156],"genre_scores_gemma":[0.9906467,0.00057045,0.003975175,0.0001436446,0.000009238998,0.0002665642,0.002031527,0.000008803018,0.002347823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05344727,"threshold_uncertainty_score":0.3877889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06450965370030055,"score_gpt":0.343306624545698,"score_spread":0.2787969708453975,"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."}}