{"id":"W3129246492","doi":"10.11575/prism/38652","title":"The economic impact of Johne’s disease (paratuberculosis) in dairy cattle","year":2021,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Genome Prairie; Genome British Columbia; Canadian Dairy Commission; Genome Canada","keywords":"Paratuberculosis; Mycobacterium avium subsp. paratuberculosis; Dairy cattle; Mycobacterium avium subspecies paratuberculosis; Disease; Veterinary medicine; Biology; Medicine; Animal science; Mycobacterium; Internal medicine; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002043571,0.0002804991,0.0003778459,0.0006070695,0.0005120538,0.001452859,0.0006057385,0.0003990849,0.001054414],"category_scores_gemma":[0.005291906,0.0001787024,0.0004824936,0.0008773442,0.0006277307,0.0004726867,0.0004669947,0.000496314,0.00008746463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01055259,"about_ca_system_score_gemma":0.004948465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4468224,"about_ca_topic_score_gemma":0.505905,"domain_scores_codex":[0.9991909,0.0002531546,0.00002299447,0.00009382438,0.0002313135,0.0002078813],"domain_scores_gemma":[0.9978591,0.001347603,0.0002909816,0.00006795131,0.0003423566,0.00009203909],"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":[0.0005180418,0.0001564827,0.3253391,0.0002360347,0.0003438237,0.0003065375,0.0004147466,0.6194668,0.00375821,0.008413731,0.0007164006,0.04033004],"study_design_scores_gemma":[0.00004752266,0.0005975216,0.4997328,0.0001136549,0.0002981001,0.00009495232,0.001246751,0.4892074,0.002525499,0.003482397,0.002593733,0.00005982375],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950508,0.0003080174,0.002180813,0.0001428702,0.000004774895,0.00002142951,0.0004022947,0.000008144103,0.001880981],"genre_scores_gemma":[0.9968054,0.0003424155,0.001834841,0.00002198173,0.000002435766,0.000009746092,0.0002792417,0.00000368022,0.000700206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4468224,"threshold_uncertainty_score":0.8884432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03288877749054716,"score_gpt":0.3900029033395879,"score_spread":0.3571141258490407,"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."}}