{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001098101,0.000367255,0.00082812,0.0005704528,0.0001420111,0.0000125133,0.0002115158,0.0002393301,0.001569137],"category_scores_gemma":[0.0006276473,0.0002750056,0.0001061076,0.001279571,0.0008005298,0.0001478952,0.00007467448,0.0005228801,0.0002720446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311098,"about_ca_system_score_gemma":0.0006450469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000328597,"about_ca_topic_score_gemma":0.0001044718,"domain_scores_codex":[0.9961758,0.0003059648,0.0006063157,0.0007462008,0.001472116,0.000693573],"domain_scores_gemma":[0.9976302,0.0001524966,0.0001906218,0.0008668431,0.0006777262,0.0004820728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00682114,0.001587322,0.7325779,0.005343251,0.003001293,0.005292464,0.007909115,0.00005733813,0.09479588,0.0005019774,0.1047924,0.03731994],"study_design_scores_gemma":[0.02698548,0.0043595,0.8979115,0.01000439,0.0007262147,0.0001936206,0.002875301,0.001582766,0.002073035,0.00009748328,0.05243233,0.0007583853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98422,0.006760528,0.00007491314,0.001287838,0.0003072891,0.001314333,0.00001754602,0.0001509908,0.00586661],"genre_scores_gemma":[0.994606,0.00007296891,0.000015871,0.001802978,0.001930105,0.00009717265,0.00005112845,0.00008629003,0.001337445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1653336,"threshold_uncertainty_score":0.9999702,"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."}}