{"id":"W2096107625","doi":"10.1186/1471-2466-14-164","title":"Non-emphysematous chronic obstructive pulmonary disease is associated with diabetes mellitus","year":2014,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute on Minority Health and Health Disparities; National Institute of Environmental Health Sciences; National Institute of Nursing Research; National Institutes of Health; Astellas Pharma; Sunovion; University of Washington; Gilead Sciences; CSL Behring; AstraZeneca; Genentech; Grifols; University of Pittsburgh; National Jewish Health; Johns Hopkins University; Ikaria; National Heart, Lung, and Blood Institute; American Thoracic Society; Pfizer; COPD Foundation; GlaxoSmithKline; University of Southern California","keywords":"Medicine; Pulmonary disease; Diabetes mellitus; Internal medicine; Disease; Intensive care medicine; Cardiology; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002463933,0.0003594641,0.0003493032,0.0006187836,0.0006304078,0.0004925844,0.0003296618,0.0004305788,0.008114048],"category_scores_gemma":[0.001212177,0.0001430951,0.0003750313,0.001833252,0.0002029275,0.0002479976,0.0003094958,0.0007683958,0.00075174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002176301,"about_ca_system_score_gemma":0.000334292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002152291,"about_ca_topic_score_gemma":0.002164666,"domain_scores_codex":[0.999724,0.00003858964,0.00004525591,0.00006341373,0.00006774721,0.00006108473],"domain_scores_gemma":[0.9988033,0.000201917,0.0006444389,0.0000602686,0.0000886426,0.0002015486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00015621,0.00006178927,0.9935004,0.00006314301,0.0001045596,0.001229184,0.00001782051,0.0000200725,0.0004201499,0.00005649425,0.0004583232,0.003911885],"study_design_scores_gemma":[0.00001179035,0.0000547388,0.9918764,0.00005180658,0.0001018802,0.006336536,0.00005970525,0.00008919724,0.0001045241,0.00009645975,0.001211767,0.000005239244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766511,0.008646755,0.0005159683,0.0008287192,0.0002771069,0.00004006188,0.002060632,0.00004388136,0.01093571],"genre_scores_gemma":[0.9963566,0.00160703,0.0002085568,0.0001614227,0.000167622,0.00001534863,0.0005747346,0.000004872773,0.0009038521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008114048,"threshold_uncertainty_score":0.02714419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452280088500122,"score_gpt":0.2683329383491572,"score_spread":0.2538101374641559,"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."}}