{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005229271,0.0003341789,0.000279417,0.001067936,0.0008217734,0.0006303432,0.0003513122,0.0003491357,0.000877607],"category_scores_gemma":[0.001141488,0.0004657688,0.0002034297,0.0009946722,0.0006247513,0.0004342826,0.0008031765,0.0002288992,0.000108773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005816272,"about_ca_system_score_gemma":0.0004381865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006844708,"about_ca_topic_score_gemma":0.01594461,"domain_scores_codex":[0.9995541,0.0001238761,0.00005349992,0.00008572465,0.00006522403,0.0001175584],"domain_scores_gemma":[0.9992616,0.0001154432,0.0004441244,0.00002259726,0.00004648739,0.0001098106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003883687,0.00002208943,0.9977651,0.00002361977,0.00001239018,0.0002314688,0.0005477002,0.00001890974,0.0004005897,0.000008505859,0.0000377413,0.0008930453],"study_design_scores_gemma":[0.000002911564,0.0001010138,0.9977397,0.00001739188,0.00000765598,0.0002897244,0.001642699,0.00004412158,0.00003394463,0.000008661243,0.0001101759,0.000002070631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997669,0.0001016225,0.00001083114,0.000008716158,7.711884e-7,0.000004268924,0.00004210811,4.475102e-7,0.00006451895],"genre_scores_gemma":[0.9996693,0.0001334019,0.00005500527,0.00001036096,0.000001686104,0.000008122467,0.0000535627,2.614858e-7,0.00006827789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006844708,"threshold_uncertainty_score":0.01360971,"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."}}