{"id":"W3136965238","doi":"10.3168/jds.2020-19471","title":"Scoping review on clinical definition of bovine respiratory disease complex and related clinical signs in dairy cows","year":2021,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Saint Hyacinthe; Université de Montréal","funders":"","keywords":"Medicine; Disease; Bovine respiratory disease; Vital signs; Diarrhea; Intensive care medicine; Infectious disease (medical specialty); Signs and symptoms; Clinical disease; Internal medicine; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005072767,0.00008731779,0.0004622398,0.0002140319,0.0001518221,0.00001749522,0.0001935217,0.00009198859,0.0005766888],"category_scores_gemma":[0.004148883,0.0000712705,0.0001726539,0.0005879205,0.001166397,0.0002061462,0.0001304905,0.0005715709,0.00002955981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003376402,"about_ca_system_score_gemma":0.001630361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002920145,"about_ca_topic_score_gemma":0.000006601875,"domain_scores_codex":[0.9971055,0.0009309503,0.001372023,0.0002557433,0.000120646,0.0002151802],"domain_scores_gemma":[0.9980892,0.000656742,0.0004724976,0.0002396412,0.000398393,0.0001435218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002477736,0.00512433,0.3228899,0.003696295,0.0002143801,0.001001988,0.0001211128,0.00002942528,0.6173208,0.00365109,0.01902009,0.02445279],"study_design_scores_gemma":[0.01128608,0.009514251,0.8795983,0.08563647,0.000336067,0.0008675301,0.0002259162,0.00002885239,0.005120048,0.001932642,0.004797894,0.0006559476],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530806,0.04446591,0.00003383572,0.0007252488,0.0005969355,0.0002289764,0.00002325055,0.000006154243,0.0008390864],"genre_scores_gemma":[0.9840197,0.01478742,0.00013424,0.0009728582,0.00003865111,0.000001624579,0.00000777182,0.00000521166,0.00003254515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6122008,"threshold_uncertainty_score":0.6314338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1756643951496872,"score_gpt":0.4384821592452449,"score_spread":0.2628177640955578,"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."}}