{"id":"W3099035249","doi":"10.21423/aabppro20197208","title":"Antimicrobial resistance in bovine respiratory disease","year":2019,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shared Health; University of Calgary; University of Saskatchewan","funders":"","keywords":"Bovine respiratory disease; Feedlot; Feeder cattle; Antimicrobial; Antibiotic resistance; Disease; Veterinary medicine; Dominance (genetics); Biology; Biotechnology; Medicine; Antibiotics; Microbiology; Animal science; Internal medicine","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":[0.0006082556,0.0002236075,0.0002454303,0.001069616,0.0003082704,0.000779492,0.0003121105,0.0005019614,0.002705947],"category_scores_gemma":[0.0009850439,0.0001026657,0.0001949116,0.001183345,0.0003307917,0.0003715671,0.0003804717,0.0004958284,0.0004811516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004725327,"about_ca_system_score_gemma":0.0002539561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004420178,"about_ca_topic_score_gemma":0.003332797,"domain_scores_codex":[0.9992158,0.0002632763,0.0001005222,0.0001225977,0.0001658583,0.000131939],"domain_scores_gemma":[0.9991376,0.0001939629,0.0003818156,0.00003893951,0.0001770215,0.00007060575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000361427,0.0003210989,0.7306987,0.001131962,0.00006585402,0.003367411,0.001377568,0.0002616116,0.05301899,0.001176727,0.003422369,0.2047963],"study_design_scores_gemma":[0.000005633919,0.0004483112,0.9607546,0.0003185086,0.00003138768,0.009052339,0.000853135,0.0002673824,0.003089267,0.000378956,0.02478183,0.00001866736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8285888,0.1408033,0.00321504,0.001944947,0.000260658,0.0001211046,0.001653811,0.0000978179,0.02331458],"genre_scores_gemma":[0.96777,0.02379453,0.002443255,0.0007432567,0.0001880605,0.00004781852,0.001196971,0.000009380398,0.003806779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004420178,"threshold_uncertainty_score":0.009052336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129190219518294,"score_gpt":0.2675774247163845,"score_spread":0.2562855225212015,"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."}}