{"id":"W7118085940","doi":"10.1093/geroni/igaf122.2880","title":"Innate immune changes s in aging and in older T2DM subjects with or without obesity","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Sherbrooke","funders":"","keywords":"CD14; CD16; Obesity; Innate immune system; Phenotype; Type 2 Diabetes Mellitus; Immune system; Diabetes mellitus","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":[0.0001363348,0.0002924616,0.0002744934,0.0005385423,0.000303239,0.0002570863,0.00007020712,0.0003085939,0.00159483],"category_scores_gemma":[0.000348897,0.0001515821,0.000176794,0.0003204773,0.0001269371,0.0001771121,0.0002077414,0.0002718751,0.0001675466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055222,"about_ca_system_score_gemma":0.00007208916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074895,"about_ca_topic_score_gemma":0.001127474,"domain_scores_codex":[0.9999307,0.00000931632,0.000008040389,0.00002180028,0.00000916996,0.00002103325],"domain_scores_gemma":[0.9998302,0.00001324938,0.00005980504,0.000008338319,0.00002028409,0.00006808963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002249979,0.0002198177,0.9794194,0.00005046052,0.0000496158,0.0009123611,0.0003373952,0.00003928573,0.01198827,0.00002964478,0.0001385111,0.004565281],"study_design_scores_gemma":[0.00001443933,0.0005575573,0.9981498,0.000005862155,0.00002075365,0.0006081901,0.0001684201,0.00003739168,0.0002207883,0.00001982327,0.0001944368,0.000002654186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994444,0.0002330875,0.00002945119,0.00001096696,0.000006187734,0.000004391691,0.000067651,0.00000159772,0.0002021534],"genre_scores_gemma":[0.9992054,0.0001083758,0.00004679908,0.00003230197,0.00001670301,0.000009301815,0.0001222066,8.898954e-7,0.000457959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00159483,"threshold_uncertainty_score":0.005335271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01487571628758045,"score_gpt":0.2867334735752023,"score_spread":0.2718577572876219,"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."}}