{"id":"W4391693821","doi":"10.1513/annalsats.202305-417oc","title":"Peripheral Blood Mononuclear Cell Gene Expression Associated with Pulmonary Microvascular Perfusion: The Multi-Ethnic Study of Atherosclerosis Chronic Obstructive Pulmonary Disease","year":2024,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Center for Advancing Translational Sciences; National Institute of Environmental Health Sciences; National Human Genome Research Institute; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health; Broad Institute","keywords":"COPD; Medicine; Peripheral blood mononuclear cell; Chemokine; Pathology; Perfusion; Cardiology; Immunology; Internal medicine; Inflammation; In vitro","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":[0.0008971441,0.0002828079,0.0003356441,0.0005343406,0.0006090057,0.0005278192,0.0002792927,0.0004624726,0.001177236],"category_scores_gemma":[0.001753355,0.0001629145,0.0002814539,0.001234458,0.0002962326,0.0002044151,0.0003586518,0.0005149259,0.0001756097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385156,"about_ca_system_score_gemma":0.0001803722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002218891,"about_ca_topic_score_gemma":0.002336924,"domain_scores_codex":[0.9990609,0.0004188598,0.00008148709,0.0002674725,0.0001122694,0.0000589921],"domain_scores_gemma":[0.9988362,0.00026184,0.0004220234,0.0001593044,0.0001240185,0.0001965551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003523419,0.00005082362,0.9928773,0.00003518076,0.0002173419,0.0001115839,0.0001380805,0.00005040349,0.004581275,0.00004612624,0.0001524778,0.001387067],"study_design_scores_gemma":[0.000009888419,0.00004676046,0.9992125,0.000005609193,0.00004358168,0.000155341,0.00006647105,0.00009223488,0.0001649954,0.00004092488,0.0001590423,0.000002664838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976012,0.0005943836,0.0003331514,0.0001070382,0.0000109867,0.00001827697,0.0008538432,0.000003489186,0.0004777633],"genre_scores_gemma":[0.9988216,0.0001257189,0.0003899953,0.00005438567,0.00001728994,0.00004132195,0.000345807,0.000002902103,0.0002009879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002218891,"threshold_uncertainty_score":0.004744589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05534828153677427,"score_gpt":0.3470497119983788,"score_spread":0.2917014304616045,"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."}}