{"id":"W3108030016","doi":"10.21423/aabppro20197212","title":"Comparison of the nasopharyngeal bacterial microbiota of beef calves raised without the use of antimicrobials between healthy calves and those diagnosed with bovine respiratory disease","year":2019,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Alberta; University of Calgary","funders":"","keywords":"Bovine respiratory disease; Feedlot; Antimicrobial; Beef cattle; Biology; Microbiological culture; Disease; Microbiology; Medicine; Immunology; Bacteria; Animal science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005166306,0.0001998433,0.0007567747,0.0001546813,0.0001659206,0.00003422793,0.0002261676,0.0001114654,0.0001466781],"category_scores_gemma":[0.0008092089,0.0001365537,0.0001301398,0.0004326525,0.00105688,0.0003417449,0.0001376878,0.0003042067,0.000003550297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006664304,"about_ca_system_score_gemma":0.0005678206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032322,"about_ca_topic_score_gemma":0.0000420814,"domain_scores_codex":[0.9982737,0.0002818239,0.0007208314,0.0002948304,0.0001597105,0.0002690617],"domain_scores_gemma":[0.9954048,0.0007320323,0.002568683,0.0002237212,0.001012045,0.0000586852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001063594,0.000236704,0.5140708,0.0001364932,0.0002185444,4.828213e-8,0.0005830289,0.000003850585,0.4821396,0.0001588236,0.001253315,0.0001351702],"study_design_scores_gemma":[0.003660619,0.002046363,0.8070487,0.0005440652,0.0004599243,0.000002380304,0.002030195,0.0000329295,0.1800914,0.00001828029,0.00374634,0.0003188132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969718,0.0001413186,0.00002029838,0.001279886,0.00008430286,0.0008007841,0.0006224743,0.00001535197,0.00006380565],"genre_scores_gemma":[0.9993744,0.0001497232,0.00009373354,0.0001080693,0.00002454185,0.00001884766,0.00008439717,0.00001741556,0.0001288002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3020482,"threshold_uncertainty_score":0.5568497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04305187016707699,"score_gpt":0.3220889654169597,"score_spread":0.2790370952498827,"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."}}