{"id":"W7064522621","doi":"","title":"Antimicrobial Use, Resistance, and Farm Management Practices in Calves on Canadian Dairy Farms","year":2022,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Electromagnetic Compatibility and Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colostrum; Antimicrobial; Bovine respiratory disease; Odds; Odds ratio; Diarrhea; Dairy cattle; Antibiotic resistance","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":[0.003014795,0.0002955838,0.0007296653,0.002949839,0.001245388,0.001826756,0.0008651423,0.000493545,0.001708198],"category_scores_gemma":[0.009402263,0.0002426295,0.001024951,0.006846871,0.000576083,0.0005139864,0.0005505859,0.0004103661,0.00006593195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02745676,"about_ca_system_score_gemma":0.03757547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9594967,"about_ca_topic_score_gemma":0.9830345,"domain_scores_codex":[0.9975367,0.0004151133,0.0003511623,0.0002383572,0.001200818,0.0002579305],"domain_scores_gemma":[0.9940971,0.001912656,0.001722566,0.00009235063,0.001875938,0.0002992968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008843901,0.0001448662,0.7178932,0.03796436,0.002949486,0.000625052,0.00631328,0.0009615091,0.001834208,0.0009195834,0.00439147,0.2251185],"study_design_scores_gemma":[0.0000509678,0.0002258698,0.9712597,0.008908482,0.001478465,0.0001926753,0.0030264,0.0001919499,0.0002913433,0.00009867052,0.01422126,0.00005408276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5736895,0.4044718,0.0004130563,0.002590509,0.0001186905,0.0003138631,0.009389807,0.00001684231,0.008995938],"genre_scores_gemma":[0.8197942,0.1748373,0.001258393,0.0005987908,0.00003386423,0.0001357223,0.002131119,0.000005405601,0.001205316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04050332,"threshold_uncertainty_score":0.1992137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805829256151299,"score_gpt":0.214616636088256,"score_spread":0.196558343526743,"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."}}