{"id":"W4221142734","doi":"","title":"Buyer beware! Disease testing newly arrived cattle to dairy farms in Ontario.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"T-cell and Retrovirus Studies","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs","funders":"","keywords":"Paratuberculosis; Veterinary medicine; Dairy cattle; Salmonella; Herd; Biology; Medicine; Animal science; Mycobacterium; Tuberculosis","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":[0.0006216819,0.0003369028,0.0001839729,0.0006549038,0.001360938,0.0009827047,0.0006995001,0.0005640384,0.06667852],"category_scores_gemma":[0.0009350312,0.0002375714,0.0002307062,0.0004877995,0.0005739715,0.0003148997,0.0004926567,0.0005184374,0.00688557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0062245,"about_ca_system_score_gemma":0.005008561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6835687,"about_ca_topic_score_gemma":0.8809609,"domain_scores_codex":[0.9994497,0.00005510396,0.00002411376,0.00007349433,0.0002270765,0.0001705831],"domain_scores_gemma":[0.9988229,0.0001419112,0.000114978,0.00003598757,0.0003573236,0.0005268254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009170077,0.00046174,0.5840935,0.0005976947,0.00004794935,0.006121477,0.003376821,0.0001717189,0.02263656,0.0006075333,0.2109402,0.1700278],"study_design_scores_gemma":[0.0001268453,0.0006870272,0.7312897,0.0003618061,0.00004763341,0.001320591,0.00799391,0.0004173951,0.003920262,0.0002213042,0.2535827,0.00003078478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5192558,0.006563609,0.002424959,0.02663813,0.002180187,0.001475431,0.01976741,0.0008923741,0.4208022],"genre_scores_gemma":[0.5818563,0.004750133,0.004223412,0.007036953,0.0002855612,0.0001730942,0.006570603,0.0002453119,0.3948587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3164313,"threshold_uncertainty_score":0.6365896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03169443636314801,"score_gpt":0.2021166376149802,"score_spread":0.1704222012518322,"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."}}