{"id":"W2783536812","doi":"10.1016/j.rmed.2018.01.007","title":"Systemic vascular dysfunction is associated with emphysema burden in mild COPD","year":2018,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Response Biomedical (Canada); Queen's University","funders":"","keywords":"Medicine; DLCO; COPD; Cardiology; Arterial stiffness; Internal medicine; Pulse wave velocity; Airway; Endothelial dysfunction; Diffusing capacity; Surgery; Lung; Blood pressure","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":[0.0006887258,0.000345894,0.000601321,0.0008860033,0.0004503694,0.001054203,0.0004226491,0.0007418412,0.002562163],"category_scores_gemma":[0.003736291,0.0003544985,0.000736216,0.0007880759,0.0003740509,0.0005792191,0.0006485982,0.0009890825,0.0003103852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930787,"about_ca_system_score_gemma":0.0002720978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001960806,"about_ca_topic_score_gemma":0.00278364,"domain_scores_codex":[0.9993736,0.0001964066,0.00006945059,0.0001041826,0.0001314403,0.0001249949],"domain_scores_gemma":[0.9965482,0.0006389224,0.001608382,0.0002122754,0.0002744502,0.0007177623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002588189,0.00004743507,0.9959309,0.00002478072,0.0001213944,0.0001060278,0.00004285994,0.00004138971,0.0005974559,0.00002979836,0.00007610112,0.002723007],"study_design_scores_gemma":[0.000001513352,0.00003404504,0.9995638,0.000004709616,0.00002987273,0.0001123264,0.00003830884,0.00009529856,0.0000273297,0.00004188187,0.00004874072,0.000002294292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99621,0.002062656,0.0002501353,0.0001922634,0.00002845193,0.000008214727,0.0002104313,0.00001273466,0.001025171],"genre_scores_gemma":[0.9992864,0.0002066651,0.00007395822,0.00002534732,0.00005775598,0.000002830445,0.0001256821,0.000001890465,0.0002195562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002562163,"threshold_uncertainty_score":0.008571267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02974023088815816,"score_gpt":0.3022782178303985,"score_spread":0.2725379869422404,"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."}}