{"id":"W34210364","doi":"10.1186/s13395-021-00265-6","title":"Bayesian evaluation of diagnostic tests for FMD for vaccinated and non-vaccinated cattle","year":2006,"lang":"en","type":"article","venue":"Skeletal Muscle","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; European Molecular Biology Organization","keywords":"Virology; Vaccination; Medicine; Bayesian probability; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01228256,0.0008010093,0.001017255,0.002537465,0.0005425487,0.001442975,0.00130257,0.001667578,0.003631448],"category_scores_gemma":[0.03472511,0.0004094123,0.001033247,0.000671045,0.000678089,0.0008430889,0.0006675776,0.0008829272,0.00070858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001622871,"about_ca_system_score_gemma":0.001315965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007653091,"about_ca_topic_score_gemma":0.00702743,"domain_scores_codex":[0.9964907,0.001676049,0.0002244305,0.0007277924,0.0004998827,0.0003812619],"domain_scores_gemma":[0.9764743,0.01911428,0.001638806,0.0005746591,0.001691371,0.0005064328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002754269,0.0001973219,0.8410283,0.0003168088,0.0008303436,0.000381373,0.0002390384,0.04932404,0.00315295,0.003428186,0.003447819,0.09489961],"study_design_scores_gemma":[0.0002697812,0.001731784,0.4095067,0.0004153918,0.001363217,0.001703624,0.0005996893,0.5502206,0.008980544,0.01724994,0.007808123,0.0001506199],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8666191,0.004540111,0.1085759,0.002134332,0.0002278425,0.000361952,0.007479913,0.0005851567,0.009475801],"genre_scores_gemma":[0.9822214,0.0003757659,0.01388922,0.0001506389,0.00003634749,0.000063486,0.002240669,0.00002039851,0.001002138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01228256,"threshold_uncertainty_score":0.06495708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174610239724835,"score_gpt":0.3079904126047195,"score_spread":0.290529388632236,"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."}}