{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001144345,0.0004049477,0.0003750821,0.0005450213,0.0006239759,0.0009043023,0.0006756075,0.0005302835,0.001460437],"category_scores_gemma":[0.002216513,0.00020043,0.0005021053,0.0008161496,0.0003838651,0.0002324744,0.000405025,0.0003936589,0.0002647399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184207,"about_ca_system_score_gemma":0.001177083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3080211,"about_ca_topic_score_gemma":0.441017,"domain_scores_codex":[0.9994051,0.00007462296,0.00003670691,0.0001461288,0.0001831033,0.0001543336],"domain_scores_gemma":[0.9986126,0.000148681,0.0003247003,0.0001308547,0.0004593906,0.0003236541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002295379,0.00001237216,0.9984533,0.00001086483,0.00005027264,0.00003655194,0.00004913346,0.00001861909,0.0001491293,0.00000863517,0.0001985678,0.000783006],"study_design_scores_gemma":[0.000006789826,0.00001831506,0.9995703,0.000005085,0.0000303585,0.00002799419,0.00005825883,0.00002389103,0.00002119492,0.00000465216,0.0002306877,0.000002394453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996094,0.0006447511,0.00007504175,0.00007722709,0.00001121858,0.00001976911,0.001828736,0.000004766272,0.001244377],"genre_scores_gemma":[0.9973466,0.0001671583,0.00009005446,0.00006561575,0.00001207065,0.00001010474,0.001866017,0.000003511339,0.0004388718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3080211,"threshold_uncertainty_score":0.6124564,"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."}}