{"id":"W3113811264","doi":"10.1186/s12979-020-00211-y","title":"T cell phenotypes associated with insulin resistance: results from the Berlin Aging Study II","year":2020,"lang":"en","type":"article","venue":"Immunity & Ageing","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"Max-Planck-Institut für Bildungsforschung; Bundesministerium für Bildung und Forschung","keywords":"Medicine; CD8; Insulin resistance; Immune system; Internal medicine; Immunosenescence; Clinical nutrition; Systemic inflammation; Inflammation; Population; Peripheral blood mononuclear cell; T cell; Immunology; Obesity; Metabolic syndrome; Flow cytometry; Insulin; Diabetes mellitus; Endocrinology; Cytokine; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005090206,0.0001771006,0.0003102088,0.00003315925,0.0007277271,0.00004854124,0.0002273153,0.00005090125,0.00004478716],"category_scores_gemma":[0.001683943,0.0001255125,0.00006259661,0.0004108128,0.00008462589,0.0001351929,0.00009533017,0.0003889499,0.00001554122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000440919,"about_ca_system_score_gemma":0.0001890217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002093213,"about_ca_topic_score_gemma":0.001271704,"domain_scores_codex":[0.9984123,0.0003542277,0.0003748191,0.0002351114,0.0003888052,0.0002347493],"domain_scores_gemma":[0.9984979,0.0004724725,0.000221424,0.0004702547,0.0001946225,0.0001433005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.01068866,0.004908702,0.09161974,0.0002303603,0.002816343,0.001331848,0.8432708,0.0008165546,0.008610867,0.000259675,0.01429155,0.02115492],"study_design_scores_gemma":[0.01107626,0.0003522755,0.8987084,0.0005765701,0.001228131,6.038062e-7,0.03188263,0.000149182,0.0009192122,0.00008462211,0.05464983,0.0003722936],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880469,0.001874304,0.00004698721,0.002841873,0.0000713128,0.0005580848,0.00005788872,0.0001745496,0.006328083],"genre_scores_gemma":[0.9967676,0.0001141814,0.0001762811,0.001046294,0.0004048054,0.0000135075,0.0002527204,0.0000304614,0.001194187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8113881,"threshold_uncertainty_score":0.5597162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213501769597714,"score_gpt":0.2494402494023154,"score_spread":0.228090072442544,"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."}}