{"id":"W4393546617","doi":"10.3390/antibiotics13040322","title":"Variation in Pen-Level Prevalence of BRD Bacterial Pathogens and Antimicrobial Resistance Following Feedlot Arrival in Beef Calves","year":2024,"lang":"en","type":"article","venue":"Antibiotics","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Alberta; University of Saskatchewan","funders":"","keywords":"Bovine respiratory disease; Antimicrobial; Feedlot; Antibiotic resistance; Veterinary medicine; Oxytetracycline; Antibiotics; Medicine; Animal science; Beef cattle; Biology; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003663762,0.0001201052,0.00021591,0.0002485035,0.00006036851,0.00003913052,0.00009186679,0.0001808185,0.00009273019],"category_scores_gemma":[0.0001094895,0.0001208057,0.00006881238,0.000296384,0.0001192583,0.0001289011,0.00008004658,0.0002137482,0.00002499568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004343104,"about_ca_system_score_gemma":0.0001344338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002644655,"about_ca_topic_score_gemma":0.0004770914,"domain_scores_codex":[0.9989193,0.0001509088,0.0003223607,0.0002995595,0.00003462477,0.0002732446],"domain_scores_gemma":[0.9996387,0.0001251216,0.00003942811,0.0001461507,0.00003148137,0.0000191687],"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":[0.00009772681,0.0001365901,0.0142413,0.0005385613,0.00004410582,0.00002631669,0.0004091118,0.000005739933,0.9830158,0.0009058212,0.0002374209,0.0003415444],"study_design_scores_gemma":[0.001671985,0.0001114452,0.7737572,0.001374446,0.00008949194,0.00003319274,0.00008034804,0.00005330301,0.221177,0.0002368971,0.001081247,0.0003334037],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966434,0.001797134,0.000136432,0.0001028689,0.0006735165,0.0002028353,0.0002641124,0.00002263456,0.0001571149],"genre_scores_gemma":[0.9984308,0.0005946936,0.0002178957,0.0000129529,0.00003325846,4.5226e-7,0.00004054163,0.00001340166,0.0006559736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7618388,"threshold_uncertainty_score":0.4926312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932391260954825,"score_gpt":0.2765035409455585,"score_spread":0.2571796283360103,"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."}}