{"id":"W4315927834","doi":"10.1177/03009858221146096","title":"Bronchopneumonia with interstitial pneumonia in feedlot cattle: Epidemiologic characteristics of affected animals","year":2023,"lang":"en","type":"article","venue":"Veterinary Pathology","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Agri-Food Innovation Alliance; Ministry of Agriculture, Food and Rural Affairs; Beef Farmers of Ontario; Ontario Ministry of Agriculture, Food and Rural Affairs; Beef Cattle Research Council","keywords":"Medicine; Feedlot; Pneumonia; Histopathology; Bovine respiratory disease; Cause of death; Bronchopneumonia; Interstitial pneumonia; Internal medicine; Population; Physiology; Pathology; Veterinary medicine; Disease; Immunology; Lung; Animal science; Biology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005503717,0.0002176465,0.0005722441,0.0005454759,0.00009289049,0.000007543659,0.0002193474,0.0002897794,0.0004118697],"category_scores_gemma":[0.0002243533,0.0001824188,0.00008497867,0.0006492062,0.0005306315,0.00005413061,0.0002295806,0.000371145,0.0005811894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004485277,"about_ca_system_score_gemma":0.00007822753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001430038,"about_ca_topic_score_gemma":0.00003151894,"domain_scores_codex":[0.9977188,0.0007766423,0.0004531571,0.0004261195,0.00003149855,0.0005937486],"domain_scores_gemma":[0.9990926,0.0003089782,0.0001517771,0.0003316495,0.00007478168,0.00004017128],"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":[0.0006440916,0.0001852603,0.0266178,0.00008005137,0.00004598348,0.0005210221,0.0001409098,0.00001631591,0.9692901,0.0001875154,0.0003418284,0.00192916],"study_design_scores_gemma":[0.001290694,0.004115403,0.983609,0.00009361422,0.0000244862,0.001837171,0.0001092296,0.00001270375,0.007100576,0.00006675048,0.001482981,0.0002573815],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982088,0.0002682337,0.00005750288,0.0001528104,0.0003849477,0.0003018426,0.0002024763,0.0001364722,0.0002869338],"genre_scores_gemma":[0.9990601,0.0002162074,0.00004431916,0.00004822145,0.00002710096,0.00007320052,0.0002497117,0.00002418935,0.0002569527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9621895,"threshold_uncertainty_score":0.7470208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03735144837807741,"score_gpt":0.3043473715818069,"score_spread":0.2669959232037295,"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."}}