{"id":"W3095095537","doi":"10.3389/fmicb.2020.606438","title":"Multidrug Resistance in Pasteurellaceae Associated With Bovine Respiratory Disease Mortalities in North America From 2011 to 2016","year":2020,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; University of Calgary; Alberta Health Services; Chinook Regional Hospital; Agriculture Food and Rural Development; Agriculture and Agri-Food Canada","funders":"Beef Cattle Research Council; Agriculture and Agri-Food Canada; Alberta Livestock and Meat Agency; Government of Canada; Alberta Beef Producers","keywords":"Pasteurella multocida; Biology; Antibiotic resistance; Microbiology; Spectinomycin; Tilmicosin; Tylosin; Pasteurellaceae; Multiple drug resistance; Veterinary medicine; Oxytetracycline; Tiamulin; Bovine respiratory disease; Antimicrobial; Trimethoprim; Feedlot; Drug resistance; Antibiotics; Bacteria; Animal science; Medicine; Haemophilus influenzae","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002029071,0.0003150258,0.0006555777,0.0004644742,0.00008431041,0.00001570197,0.000359821,0.0002472062,0.0005273607],"category_scores_gemma":[0.000298528,0.0002910877,0.00007747358,0.0007244429,0.0004093575,0.00009442423,0.0001655231,0.000610225,0.0003379183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002710806,"about_ca_system_score_gemma":0.0002841304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696224,"about_ca_topic_score_gemma":0.02631285,"domain_scores_codex":[0.996982,0.0008259213,0.0005497136,0.0007811258,0.00002699831,0.0008342844],"domain_scores_gemma":[0.9991698,0.0001429691,0.0001269756,0.0003446515,0.00006574701,0.0001498501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004129128,0.0004570901,0.7572574,0.00003380674,0.0001548547,0.0002274611,0.00194142,0.0002526219,0.1157222,0.00001277481,0.1194534,0.0003578536],"study_design_scores_gemma":[0.01175412,0.0008268819,0.6489332,0.0004513901,0.00007849974,0.000002848589,0.002571388,0.00004157334,0.00429243,0.0001369238,0.3293566,0.00155422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869438,0.008984124,0.0002302497,0.00112404,0.0003784532,0.000643899,0.001516063,0.00005211188,0.0001272509],"genre_scores_gemma":[0.9950174,0.0001999548,0.000364429,0.002088652,0.00003915428,0.0001074129,0.001184679,0.00004078369,0.0009575356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2099031,"threshold_uncertainty_score":0.9999541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259387542612565,"score_gpt":0.2253794280574277,"score_spread":0.2127855526313021,"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."}}