{"id":"W2333081327","doi":"10.2527/af.2016-0022","title":"The nasopharyngeal microbiota in feedlot cattle and its role in respiratory health","year":2016,"lang":"en","type":"article","venue":"Animal Frontiers","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Calgary","funders":"Alberta Livestock and Meat Agency; University of Calgary","keywords":"Feedlot; Bovine respiratory disease; Pneumonia; Biology; Respiratory system; Immunology; Medicine; Internal medicine; Animal science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000401253,0.0001998975,0.0003771267,0.0005446476,0.0005834881,0.001043781,0.0001592491,0.000521226,0.0007574044],"category_scores_gemma":[0.0004866389,0.0001863956,0.0001610653,0.000355559,0.0004712479,0.0003757521,0.0002492791,0.0003785823,0.0001514411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008142351,"about_ca_system_score_gemma":0.0004910525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01169179,"about_ca_topic_score_gemma":0.01715848,"domain_scores_codex":[0.9996835,0.00006844818,0.00001540257,0.00007058446,0.00007617115,0.00008601272],"domain_scores_gemma":[0.9997359,0.00004009354,0.00008957019,0.00000909372,0.00004707376,0.00007816601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003123766,0.0003276174,0.4241072,0.0003183301,0.0001078437,0.0009208478,0.002697611,0.0002701225,0.5396821,0.0002286148,0.0003797718,0.0278362],"study_design_scores_gemma":[0.00001026091,0.0007294538,0.984099,0.00005393157,0.0000575509,0.0007808827,0.002822134,0.0003864537,0.009508451,0.0001271611,0.001409019,0.00001566572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976709,0.001397544,0.000200789,0.00005463756,0.000008592053,0.000004901032,0.0001534039,0.000003637407,0.000505559],"genre_scores_gemma":[0.9981242,0.0008390807,0.0002690836,0.0000438368,0.00000862815,0.000007700538,0.0001763672,0.000002308791,0.0005287329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01169179,"threshold_uncertainty_score":0.02324742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428185851195135,"score_gpt":0.2706179706349436,"score_spread":0.2563361121229922,"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."}}