{"id":"W3179477141","doi":"10.1172/jci.insight.149193","title":"Association of immune cell subsets with cardiac mechanics in the Multi-Ethnic Study of Atherosclerosis","year":2021,"lang":"en","type":"article","venue":"JCI Insight","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of Environmental Health Sciences; National Heart, Lung, and Blood Institute; National Center for Advancing Translational Sciences; Feinberg School of Medicine; Northwestern University; National Institutes of Health; Yale University; National Institute on Drug Abuse; AstraZeneca; National Institute of Allergy and Infectious Diseases; Pfizer","keywords":"Medicine; Internal medicine; Cohort; Immune system; Demographics; Cardiology; Immunology; Demography","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":[],"consensus_categories":[],"category_scores_codex":[0.0005329649,0.00010444,0.0004767892,0.0000574446,0.00002837211,0.000006882066,0.00006400567,0.00009542057,0.000009877453],"category_scores_gemma":[0.00005454848,0.00006505617,0.0001735578,0.0004614542,0.000008671131,0.00003645828,0.00003672986,0.0001915439,0.000001837338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007463414,"about_ca_system_score_gemma":0.00007366187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002091933,"about_ca_topic_score_gemma":0.0001787223,"domain_scores_codex":[0.9986771,0.0001949209,0.0003767201,0.0001730896,0.0004413911,0.0001368073],"domain_scores_gemma":[0.9990468,0.0001122371,0.0002092678,0.0003745931,0.0002337177,0.00002340801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001228098,0.003496594,0.1683113,0.0001985823,0.0003826818,0.000007362898,0.02760123,0.0005547478,0.7985849,0.00004103943,0.00011798,0.0005807873],"study_design_scores_gemma":[0.005203591,0.000754924,0.840106,0.0002862672,0.0006578432,0.000002326292,0.01432959,0.001162033,0.1369728,0.000007156024,0.0003512179,0.0001662598],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997133,0.001613382,0.00006640633,0.0001069714,0.0001371697,0.0004323547,0.000009133909,0.000007958663,0.0004936538],"genre_scores_gemma":[0.9989371,0.0004288988,0.0003171873,0.00003671653,0.00003385374,0.00001433349,0.00001292727,0.00001774738,0.000201204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6717947,"threshold_uncertainty_score":0.2652914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03298977225025958,"score_gpt":0.2668596417221502,"score_spread":0.2338698694718906,"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."}}