{"id":"W4396928367","doi":"10.21423/aabppro20248995","title":"Medical and surgical treatment of bloat in feedlot cattle","year":2024,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Animal Nutrition and Health","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Telus (Canada)","funders":"","keywords":"Feedlot; Animal science; Medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000276987,0.00008187882,0.000244248,0.00003956666,0.00003383162,0.00003027057,0.00004999309,0.00006445138,0.0003643409],"category_scores_gemma":[0.000146156,0.00004053492,0.00004426818,0.0004041159,0.000110836,0.0001741423,0.0000148799,0.00008748867,0.000005801766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229887,"about_ca_system_score_gemma":0.00005610631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001368173,"about_ca_topic_score_gemma":0.0003809422,"domain_scores_codex":[0.9990715,0.00002415815,0.0002753161,0.0001821504,0.0003061493,0.0001407276],"domain_scores_gemma":[0.9992041,0.0003033271,0.0002405031,0.00001115327,0.0001517514,0.00008915979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004716128,0.001550582,0.6860347,0.0002495722,0.0001241854,0.0000153105,0.00271098,3.535274e-7,0.02357069,0.05284809,0.003289169,0.2291348],"study_design_scores_gemma":[0.001067983,0.004825053,0.9153904,0.0003590203,0.00005385583,0.00004545472,0.007645167,0.0009529584,0.001970489,0.001334736,0.06601182,0.0003430174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972837,0.0001597446,0.000001430081,0.02435099,0.00002509805,0.0001073481,0.00003048696,0.00003167324,0.002456217],"genre_scores_gemma":[0.9968182,0.00272663,0.00006262435,0.00007995683,0.00006935014,0.00001530371,0.00002353859,9.371587e-7,0.0002034946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2293558,"threshold_uncertainty_score":0.3989277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723658954625793,"score_gpt":0.280143016509704,"score_spread":0.2629064269634461,"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."}}