{"id":"W4390329432","doi":"10.1161/circresaha.123.322757","title":"Blood Monocyte Phenotype Is A Marker of Cardiovascular Risk in Type 2 Diabetes","year":2023,"lang":"en","type":"article","venue":"Circulation Research","topic":"Immune cells in cancer","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juvenile Diabetes Research Foundation","funders":"Université de Versailles Saint-Quentin-en-Yvelines; Sorbonne Université; Université Paris-Saclay; Dasman Diabetes Institute; Centre National de la Recherche Scientifique; Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement; Agence Nationale de la Recherche; Institut National de la Santé et de la Recherche Médicale; École Normale Supérieure","keywords":"Type 2 diabetes; Diabetes mellitus; Medicine; Monocyte; Phenotype; Risk factor; Internal medicine; Immunology; Endocrinology; Biology; Gene; Genetics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002294954,0.00008673257,0.000241607,0.0004673502,0.000105776,0.000009461254,0.0002184376,0.0002054388,0.001133273],"category_scores_gemma":[0.00054628,0.00008878925,0.0001182904,0.001441332,0.0002117665,0.00005925398,0.0001404605,0.0004601231,0.001394577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006083654,"about_ca_system_score_gemma":0.0001605292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004682794,"about_ca_topic_score_gemma":0.00001031795,"domain_scores_codex":[0.9981933,0.0006916785,0.0002505906,0.0002842491,0.0001454049,0.0004347498],"domain_scores_gemma":[0.9987602,0.0003351554,0.00004777393,0.0005554828,0.000285629,0.00001577078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002605504,0.0002253899,0.5841523,0.0003218702,0.002978914,0.00001813681,0.002725363,0.01038472,0.3289288,0.0003150109,0.01129751,0.05839145],"study_design_scores_gemma":[0.002190371,0.00009942425,0.8630771,0.00008927571,0.000106916,0.000001483792,0.0002554726,0.0008719388,0.07287241,0.001298154,0.05890139,0.0002360705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757882,0.02121496,0.000008405085,0.00006290693,0.0003766458,0.0002863761,0.00001568856,0.00003932447,0.002207502],"genre_scores_gemma":[0.9972543,0.00169043,0.00001240709,0.00001223941,0.00002124751,0.00003291968,0.00006292653,0.00002042341,0.000893067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2789248,"threshold_uncertainty_score":0.9997798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05335344446457521,"score_gpt":0.3217572616669758,"score_spread":0.2684038172024006,"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."}}