{"id":"W4389143139","doi":"10.3390/ani13233692","title":"Determination of Behavioral Changes Associated with Bovine Respiratory Disease in Australian Feedlots","year":2023,"lang":"en","type":"article","venue":"Animals","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Telus (Canada)","funders":"","keywords":"Bovine respiratory disease; Respiratory system; Medicine; Biology; Internal medicine; Immunology","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":[0.0005627075,0.0001825763,0.0002935894,0.0009606086,0.0005301329,0.0005082592,0.0002753195,0.0002846693,0.0006525808],"category_scores_gemma":[0.001334751,0.0002262841,0.0002099191,0.0007345256,0.000508942,0.0002271168,0.0003835736,0.0003469222,0.000135844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037755,"about_ca_system_score_gemma":0.0003692662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05432772,"about_ca_topic_score_gemma":0.1419617,"domain_scores_codex":[0.999564,0.0001212507,0.00002619072,0.00009395371,0.000107114,0.00008747441],"domain_scores_gemma":[0.9990984,0.0001210332,0.0004464962,0.00004647231,0.0001278747,0.0001596821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001922951,0.0001371159,0.9855469,0.00003312983,0.00003621536,0.0001016808,0.001622957,0.00005392872,0.007439798,0.00001463442,0.00009564872,0.00472561],"study_design_scores_gemma":[4.222229e-7,0.00004661421,0.999652,0.000002069082,0.000001973178,0.0000156807,0.0001827568,0.00003095758,0.00003902333,0.000002343591,0.00002524076,8.068704e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995964,0.00004305151,0.00005821853,0.000009391739,9.013674e-7,0.00000626018,0.00007952128,0.000001271807,0.0002049754],"genre_scores_gemma":[0.9989201,0.0001145928,0.0002870105,0.00002292656,0.000002104896,0.00001772775,0.0002088444,0.000001069576,0.000425653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05432772,"threshold_uncertainty_score":0.108023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06178740190853171,"score_gpt":0.3433178433630284,"score_spread":0.2815304414544967,"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."}}