{"id":"W2118728991","doi":"10.1002/9781119086512.ch16","title":"Recurrent Airway Obstruction and Summer Pasture‐Associated Obstructive Pulmonary Disease","year":2015,"lang":"en","type":"other","venue":"","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Bronchospasm; Respiratory distress; Immunology; Airway obstruction; Mucus; Inhalation; Allergy; COPD; Airway; Pasture; Barn; Asthma; Internal medicine; Biology; Surgery; Anesthesia","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003406661,0.0005934025,0.0006099169,0.0003909541,0.0000837005,0.00005981222,0.0003565534,0.000545152,0.01188459],"category_scores_gemma":[0.0008210227,0.0004979072,0.0001247179,0.0003215947,0.0003787815,0.0001231424,0.0006047077,0.0008418566,0.0005879587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003320787,"about_ca_system_score_gemma":0.0002471604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003636163,"about_ca_topic_score_gemma":0.00008129208,"domain_scores_codex":[0.9963952,0.0003907077,0.000379969,0.0009598339,0.001168894,0.0007054476],"domain_scores_gemma":[0.9977934,0.000110298,0.0002252562,0.0006331304,0.0001625773,0.001075385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001198899,0.0002704718,0.001385868,0.0003102908,0.0002119273,0.001980324,0.00007544314,9.144342e-8,0.00007098674,0.0001163886,0.9676387,0.02674055],"study_design_scores_gemma":[0.0007732998,0.001084222,0.01437781,0.0004827811,0.0001295629,0.0002487373,0.0001921561,0.0001627715,0.000001317782,0.0007732995,0.9809381,0.000835938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01487666,0.006631756,0.00003757934,0.0005938924,0.002510002,0.001464653,0.001176252,0.0009568071,0.9717524],"genre_scores_gemma":[0.1002958,0.0004264969,0.0002623979,0.00008896672,0.001140553,0.0001578489,0.001197868,0.0008234587,0.8956066],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08541919,"threshold_uncertainty_score":0.9997473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08285376787824228,"score_gpt":0.3623014119963831,"score_spread":0.2794476441181408,"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."}}