{"id":"W3110944743","doi":"10.1183/13993003.00838-2020","title":"High eosinophil counts predict decline in FEV<sub>1</sub>: results from the CanCOLD study","year":2020,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"GlaxoSmithKline (Canada); McGill University Health Centre; St. Paul's Hospital; Toronto Metropolitan University; University of British Columbia","funders":"Canadian Institutes of Health Research; Pfizer Canada; University of Toronto; Queen's University; Dalhousie University; Boehringer Ingelheim; Johns Hopkins University; Canadian Thoracic Society; McGill University; McGill University Health Centre; University of Ottawa; Almirall; GlaxoSmithKline; Reseau canadien de recherche respiratoire; Grifols; AstraZeneca Canada; Novartis Pharma; Novartis; Pfizer; AstraZeneca","keywords":"Medicine; Eosinophil; Population; Asthma; Internal medicine; COPD; Bronchodilator; Gastroenterology","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":[0.001395961,0.0002247102,0.0003150557,0.0001013038,0.0001891036,0.00009616707,0.0004676711,0.00004211956,0.0002702042],"category_scores_gemma":[0.000856496,0.0001627818,0.0001097727,0.000398468,0.0001333558,0.0001118043,0.0002751857,0.001261379,0.000700305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003120618,"about_ca_system_score_gemma":0.0006041464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004093033,"about_ca_topic_score_gemma":0.00004257092,"domain_scores_codex":[0.9964221,0.001067162,0.0007061957,0.0004423691,0.0009734576,0.0003887139],"domain_scores_gemma":[0.9983967,0.0001842334,0.0002066375,0.0004772465,0.0001904325,0.0005447718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01078937,0.002262891,0.4566517,0.000116556,0.0007672937,0.04780712,0.003740625,0.00045837,0.02556996,0.00003778975,0.322237,0.1295613],"study_design_scores_gemma":[0.007447368,0.0005685583,0.9020565,0.0001394525,0.00007733158,0.00004558637,0.0004227653,0.000104996,0.000346834,0.00002079499,0.08860368,0.0001661182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887486,0.001747853,0.000008959731,0.003351728,0.000384479,0.0005754211,0.0002026404,0.0000494788,0.004930911],"genre_scores_gemma":[0.9915064,0.0001011566,0.00002461595,0.004860039,0.003335246,0.000004758995,0.00001794794,0.00007413131,0.00007569955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4454049,"threshold_uncertainty_score":0.9001238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04127005726933788,"score_gpt":0.2854413905542582,"score_spread":0.2441713332849203,"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."}}