{"id":"W4200235095","doi":"10.1111/jvim.16333","title":"Airway remodeling in horses with mild and moderate asthma","year":2021,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Cegep de Saint Hyacinthe","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Lamina propria; Horse; Pathology; Hyperplasia; Bronchoalveolar lavage; Airway; Asthma; Cytology; Labrador Retriever; Lung; Gastroenterology; Epithelium; Internal medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001277336,0.000311857,0.0008308706,0.0004982279,0.00006282145,0.00004506939,0.00038836,0.0001124244,0.000642818],"category_scores_gemma":[0.0008300811,0.000214926,0.00009222544,0.0003611042,0.0003213724,0.0004510119,0.0003206111,0.001146826,0.000009744597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542892,"about_ca_system_score_gemma":0.0001960368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009723013,"about_ca_topic_score_gemma":0.00001599549,"domain_scores_codex":[0.9966218,0.0003861709,0.001076648,0.0003716134,0.001044475,0.0004992171],"domain_scores_gemma":[0.9980164,0.0003944464,0.0003483001,0.0003137164,0.0004804562,0.0004467408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.04126442,0.0007931368,0.004327107,0.0007988625,0.0004306017,0.3293599,0.004354542,0.0003037727,0.544552,0.0001372883,0.002411857,0.07126647],"study_design_scores_gemma":[0.0211231,0.1758278,0.02401397,0.02258111,0.0001479269,0.685524,0.006703515,0.02497888,0.004439425,0.001386933,0.03206009,0.001213288],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871143,0.003270084,0.00278183,0.004250526,0.0004648169,0.0001085696,0.000003431092,0.00001608205,0.001990369],"genre_scores_gemma":[0.9939262,0.001029875,0.003391362,0.0004502068,0.000687606,0.000005089183,0.000002509628,0.00004859439,0.0004586063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5401126,"threshold_uncertainty_score":0.8764426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208383121625962,"score_gpt":0.4047254574471072,"score_spread":0.283887145284511,"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."}}