{"id":"W4400929527","doi":"10.3389/fvets.2024.1416436","title":"Association between respiratory disease pathogens in calves near feedlot arrival with treatment for bovine respiratory disease and subsequent antimicrobial resistance status","year":2024,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Saskatchewan","funders":"","keywords":"Bovine respiratory disease; Disease; Antibiotic resistance; Antimicrobial; Feedlot; Respiratory system; Respiratory disease; Biology; Medicine; Veterinary medicine; Immunology; Microbiology; Antibiotics; Internal medicine; Lung; Animal science","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":[0.0007641072,0.0002235801,0.0002841256,0.0005956324,0.0004366504,0.0001720777,0.0001773846,0.00009075644,0.00001640184],"category_scores_gemma":[0.0001866617,0.0001946861,0.00007274519,0.0008020455,0.0008209195,0.000400616,0.00009166011,0.0001912955,0.000008695385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115626,"about_ca_system_score_gemma":0.001597642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006778057,"about_ca_topic_score_gemma":0.00005847017,"domain_scores_codex":[0.9978351,0.000239299,0.0003114536,0.0007474461,0.0001095548,0.0007571462],"domain_scores_gemma":[0.9992331,0.0001148428,0.00006714201,0.0002922621,0.00007624902,0.00021635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005712002,0.000514738,0.6971376,0.0005629316,0.0002110074,0.0004949013,0.0007338695,0.0001576146,0.2819012,0.0002717416,0.007345496,0.004956928],"study_design_scores_gemma":[0.002915201,0.002017856,0.8559468,0.0004780728,0.000145416,0.00000483551,0.0001515019,0.000135203,0.001772196,0.0002598001,0.1356159,0.0005571228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870427,0.009807459,0.000451006,0.0002622279,0.0005177913,0.0007699812,0.001056852,0.00005430783,0.00003766182],"genre_scores_gemma":[0.9982316,0.000238576,0.0004763759,0.00007902958,0.00005495536,0.0001215656,0.00008244038,0.00002234601,0.0006931311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.280129,"threshold_uncertainty_score":0.7939069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02983213353034774,"score_gpt":0.2985040195869454,"score_spread":0.2686718860565976,"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."}}