{"id":"W2067347538","doi":"10.1111/j.1939-1676.2011.00788.x","title":"Endoscopic Assessment of Airway Inflammation in Horses","year":2011,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Faculty of Veterinary Medicine, University of Calgary; American College of Veterinary Internal Medicine","keywords":"Medicine; Bronchoalveolar lavage; Mucus; Airway; Inflammation; Gastroenterology; Population; Bronchoscopy; Pathology; Internal medicine; Lung; Immunology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001978322,0.0002521147,0.0008028244,0.0009736605,0.00002533559,0.00000754505,0.0007787874,0.0001145661,0.003255376],"category_scores_gemma":[0.0009420988,0.0001848124,0.0001595824,0.0003413987,0.0003476308,0.00045411,0.0002585665,0.0008332875,0.00001483035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002266423,"about_ca_system_score_gemma":0.0001657695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002731511,"about_ca_topic_score_gemma":0.000006397673,"domain_scores_codex":[0.9959905,0.0004331911,0.001829895,0.0002132411,0.001149273,0.0003838887],"domain_scores_gemma":[0.9977407,0.0003552224,0.000941064,0.0003372426,0.0003547135,0.0002710555],"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":[0.00590235,0.0008091825,0.05057925,0.0007312577,0.0002668931,0.02496599,0.005606974,0.000006564144,0.8766082,0.0004503441,0.0008645948,0.03320838],"study_design_scores_gemma":[0.01145291,0.242631,0.6819504,0.01086968,0.0001422902,0.02521599,0.003334698,0.0012618,0.01443001,0.00154541,0.006667469,0.000498282],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836063,0.0003197683,0.001664548,0.0005002466,0.001073377,0.0001972928,0.000003179734,0.00001279941,0.01262247],"genre_scores_gemma":[0.9957682,0.0002544116,0.003119926,0.00005214753,0.0005995966,0.00001007887,0.000001899016,0.00003000045,0.0001636635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8621782,"threshold_uncertainty_score":0.9976558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1715345879739889,"score_gpt":0.4462114426566472,"score_spread":0.2746768546826583,"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."}}