{"id":"W7140156792","doi":"","title":"Antimicrobial resistance: Prevalence, genetics and associations with antimicrobial use in food-producing animals","year":2020,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial; Mastitis; Antibiotic resistance; Penicillin; Cephalosporin; Antibiotics; Somatic cell count; Dairy cattle","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005050737,0.0001098835,0.0001239751,0.0007069444,0.00021471,0.0004881337,0.0001894994,0.0003374112,0.001529943],"category_scores_gemma":[0.0007570866,0.0001077837,0.0001876032,0.0007428444,0.0002008161,0.000234377,0.0002264251,0.0001976347,0.000271248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002330734,"about_ca_system_score_gemma":0.0002124552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002752518,"about_ca_topic_score_gemma":0.004428487,"domain_scores_codex":[0.9996394,0.00005992486,0.00003028821,0.0001253738,0.00008960041,0.00005539697],"domain_scores_gemma":[0.9995407,0.00008305794,0.0002576149,0.00001924945,0.00005651579,0.00004299971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006451998,0.00003956153,0.9895948,0.00002743054,0.00002653145,0.00009748471,0.0002788674,0.00003301004,0.003339662,0.00005637857,0.00007290497,0.006368832],"study_design_scores_gemma":[6.464808e-7,0.0001037377,0.9990488,0.000009305769,0.000008243809,0.0001986965,0.0001862784,0.00005063777,0.0001773226,0.00002371776,0.0001908778,0.000001717123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988544,0.0004169027,0.0001007684,0.00004036559,0.000001368522,0.000004315163,0.0001389378,0.000002515762,0.0004404288],"genre_scores_gemma":[0.9982962,0.0005317255,0.0003236858,0.00001887694,0.000004019516,0.000007346396,0.000142191,0.000001976464,0.0006739835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002752518,"threshold_uncertainty_score":0.005473018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05975413698063541,"score_gpt":0.2821561555396724,"score_spread":0.222402018559037,"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."}}