{"id":"W2072475982","doi":"10.2527/jas.2013-8030","title":"Feeding behavior as an early predictor of bovine respiratory disease in North American feedlot systems1","year":2015,"lang":"en","type":"article","venue":"Journal of Animal Science","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Calgary","funders":"Alberta Innovates Bio Solutions","keywords":"Feedlot; Bovine respiratory disease; Animal science; Haptoglobin; Meal; Breed; Feeder cattle; Medicine; Beef cattle; Biology; Internal medicine; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006517534,0.0003042685,0.0002300009,0.0009170369,0.000533436,0.000594614,0.0003886096,0.0003631763,0.000789697],"category_scores_gemma":[0.0011361,0.0002872405,0.0001785532,0.000756979,0.0003776939,0.000296688,0.0003033668,0.0003199443,0.0001531816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008400024,"about_ca_system_score_gemma":0.0004575025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07303499,"about_ca_topic_score_gemma":0.1425643,"domain_scores_codex":[0.999608,0.0001217735,0.00002868095,0.00008802699,0.00007258319,0.00008098823],"domain_scores_gemma":[0.9986696,0.0002310794,0.000601361,0.0000603567,0.0001761383,0.0002614714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006793909,0.00003625336,0.998562,0.000003541141,0.00001065161,0.00002653132,0.00008208511,0.00003148383,0.0005528367,0.000002111793,0.00003544744,0.0005890358],"study_design_scores_gemma":[5.420955e-7,0.00004981337,0.9997106,0.000001261806,0.000002040808,0.00001554093,0.00007714488,0.00009920621,0.00001812431,0.0000012041,0.00002355804,8.532671e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996051,0.00006349423,0.0000450351,0.000009273315,0.000001813698,0.000003728504,0.0001126703,0.000003106148,0.0001558077],"genre_scores_gemma":[0.9994383,0.00005110134,0.0001298934,0.0000107627,0.000002395598,0.000004780068,0.0002578277,0.000001108316,0.0001038055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.926965,"threshold_uncertainty_score":0.1452198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04087408266654413,"score_gpt":0.3303187357241218,"score_spread":0.2894446530575777,"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."}}