{"id":"W2521081312","doi":"10.1186/s12917-016-0814-5","title":"Evaluation of fecal culture and fecal RT-PCR to detect Mycobacterium avium ssp. paratuberculosis fecal shedding in dairy goats and dairy sheep using latent class Bayesian modeling","year":2016,"lang":"en","type":"article","venue":"BMC Veterinary Research","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs; University of Guelph","funders":"Ministry of Agriculture, Food and Rural Affairs; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Paratuberculosis; Feces; Herd; Veterinary medicine; Flock; Biology; Mycobacterium avium subsp. paratuberculosis; Incubation; Animal science; Medicine; Microbiology; 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":[0.008812479,0.000402044,0.0004280956,0.0007947315,0.0001946249,0.0006463274,0.0005282827,0.0003864303,0.0003263257],"category_scores_gemma":[0.01038653,0.0002941024,0.0005494318,0.000288626,0.0003600084,0.0004210853,0.000460474,0.0003876021,0.00008844914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008660544,"about_ca_system_score_gemma":0.0007298548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012584,"about_ca_topic_score_gemma":0.01469379,"domain_scores_codex":[0.9977792,0.001267569,0.0001028155,0.0002829221,0.0004591421,0.0001084056],"domain_scores_gemma":[0.9912499,0.006570721,0.001102525,0.0002158825,0.0006759833,0.0001849561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001461608,0.0003531343,0.9034528,0.0002231508,0.0003871846,0.00009485409,0.0006327579,0.0392354,0.01772279,0.000299756,0.0001123015,0.03602423],"study_design_scores_gemma":[0.00007056741,0.002005516,0.5252309,0.00008242468,0.0002894685,0.0003356536,0.000447215,0.4610746,0.009245152,0.0006859588,0.0004773674,0.00005513587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713954,0.0003091952,0.0275996,0.00004872255,0.00000275946,0.00005656288,0.000164104,0.00003612179,0.0003875599],"genre_scores_gemma":[0.9891109,0.00008679,0.01042575,0.00001140158,0.000002821683,0.00003473486,0.0002406742,0.000004086894,0.00008272246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01012584,"threshold_uncertainty_score":0.04660535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2149094267938523,"score_gpt":0.4305558185131036,"score_spread":0.2156463917192513,"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."}}