{"id":"W3130217435","doi":"10.1016/j.prevetmed.2021.105297","title":"Estimation of the value of Johne’s disease (paratuberculosis) control to Canadian dairy producers","year":2021,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Genome Prairie; Genome British Columbia; Genome Canada","keywords":"Paratuberculosis; Herd; Culling; Agricultural science; Dairy cattle; Estimation; Animal science; Veterinary medicine; Business; Biology; Medicine; Economics","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":[0.001307452,0.000522286,0.0004444939,0.001373877,0.0007372507,0.001665764,0.001169491,0.0004827287,0.001777588],"category_scores_gemma":[0.007351107,0.0003277533,0.0004969332,0.002126542,0.0004710019,0.000445267,0.0005812592,0.0005683518,0.0001188985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0344393,"about_ca_system_score_gemma":0.01477096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9811118,"about_ca_topic_score_gemma":0.9709689,"domain_scores_codex":[0.9994006,0.0001173385,0.00002117559,0.0001090773,0.000213587,0.0001381077],"domain_scores_gemma":[0.9975634,0.000987387,0.0001941614,0.0001003125,0.001011731,0.0001429521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004482536,0.0001038945,0.2999064,0.0003101375,0.0003116885,0.0003374206,0.0005758133,0.6244839,0.001329844,0.009770159,0.006891347,0.05553109],"study_design_scores_gemma":[0.00004502853,0.00007967539,0.2607278,0.00009966806,0.0001126281,0.00008692806,0.001076109,0.7259373,0.0006218416,0.00200253,0.009122467,0.00008791232],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668633,0.001104844,0.006872452,0.0009538674,0.00001815324,0.0001104343,0.0115399,0.00009138392,0.01244565],"genre_scores_gemma":[0.9911602,0.0003606247,0.004178499,0.00003987279,0.000003949089,0.00001599377,0.002988323,0.0000104802,0.001242038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0344393,"threshold_uncertainty_score":0.2498757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433828348535515,"score_gpt":0.3190395310283316,"score_spread":0.2947012475429764,"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."}}