{"id":"W3121126692","doi":"10.3389/fvets.2020.614727","title":"Effectiveness and Economic Viability of Johne's Disease (Paratuberculosis) Control Practices in Dairy Herds","year":2021,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Genome Prairie; Genome British Columbia; Genome Canada","keywords":"Culling; Paratuberculosis; Herd; Vaccination; Herd immunity; Disease control; Agricultural science; Biology; Veterinary medicine; Biotechnology; Animal science; Immunology; Medicine; Mycobacterium","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":[0.004201693,0.0003391157,0.0004369556,0.0006384782,0.000310111,0.001210294,0.0007356504,0.0004845534,0.001062504],"category_scores_gemma":[0.0101353,0.0002260028,0.0006766501,0.0004927271,0.0006045146,0.0008696388,0.0004603658,0.0004195761,0.00006745046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004552197,"about_ca_system_score_gemma":0.0029524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04031695,"about_ca_topic_score_gemma":0.06028486,"domain_scores_codex":[0.9980292,0.001017882,0.00005391382,0.0001564962,0.0003219938,0.0004205322],"domain_scores_gemma":[0.99323,0.0046449,0.001045273,0.000163796,0.000570745,0.0003453533],"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":[0.001303303,0.0004184625,0.3153255,0.0002710077,0.0006009951,0.0002651185,0.0001694953,0.6294253,0.002820351,0.004854285,0.0002782284,0.0442679],"study_design_scores_gemma":[0.0001113278,0.003714889,0.5341458,0.0002254559,0.0008359293,0.0002294186,0.000922166,0.4503013,0.003321147,0.004305729,0.001818759,0.00006819875],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942421,0.0005601146,0.001600153,0.0002985172,0.000005103441,0.0000388057,0.0002233012,0.000008074111,0.003023811],"genre_scores_gemma":[0.9990647,0.0001657216,0.0005392536,0.0000119428,0.000001770054,0.00000553205,0.00005639399,8.768306e-7,0.0001537001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04031695,"threshold_uncertainty_score":0.08016455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02176437479229376,"score_gpt":0.3319143562770822,"score_spread":0.3101499814847885,"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."}}