{"id":"W4385968424","doi":"10.1002/vms3.1234","title":"Mastitis on selected farms in Wakiso district, Uganda: Burden, pathogens and predictors of infectivity of antimicrobial resistant bacteria in dairy herds","year":2023,"lang":"en","type":"article","venue":"Veterinary Medicine and Science","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novelis (Canada)","funders":"College of Engineering, Michigan State University; Hokkaido University; Chubu University; Michigan State University","keywords":"Mastitis; Milking; Antimicrobial; Staphylococcus aureus; Medicine; Penicillin; California mastitis test; Antibiotic resistance; Veterinary medicine; Tetracycline; Herd; Antibiotics; Microbiology; Biology; Bacteria; Pregnancy; Animal science; Lactation","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":[0.0009081263,0.0001103551,0.0002748223,0.0001192689,0.00008414742,0.000009674696,0.0001586798,0.00005542318,0.0000313167],"category_scores_gemma":[0.0004276358,0.00005080461,0.00001576392,0.001858243,0.000769567,0.0001218427,0.0001546258,0.0001016383,4.487845e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001914353,"about_ca_system_score_gemma":0.0000273887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139447,"about_ca_topic_score_gemma":0.0005772221,"domain_scores_codex":[0.9987825,0.0001078356,0.0003132828,0.0003216425,0.0002348114,0.0002400011],"domain_scores_gemma":[0.9994638,0.0002541489,0.00008904214,0.00006524011,0.00005226995,0.00007548575],"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":[0.0001385676,0.00004336515,0.05515653,0.00005998313,0.000001669686,0.0000484149,0.0006259509,0.000003997643,0.9361128,0.00005194822,0.00006896822,0.007687763],"study_design_scores_gemma":[0.0003608937,0.002002165,0.993717,0.0002931801,0.00000362267,0.00002124276,0.000334579,0.0000851757,0.002452866,0.00005870063,0.0005773847,0.00009316438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989612,0.00005174647,0.000001372751,0.0004082021,0.0001475368,0.0001389064,0.0000902887,0.00001844249,0.0001823452],"genre_scores_gemma":[0.9993968,0.0004681433,0.00001573347,0.00002298395,0.00005575167,0.000004296845,0.00001799079,7.369384e-7,0.00001757594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9385605,"threshold_uncertainty_score":0.2835502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03895975974258814,"score_gpt":0.2709605438853905,"score_spread":0.2320007841428024,"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."}}