{"id":"W4409656082","doi":"10.1016/j.ajcnut.2025.03.003","title":"Assessment of immune function in individuals without and with obesity and normoglycemia, glucose intolerance, or type 2 diabetes: primary findings of the NutrIMM study, a single-arm controlled feeding trial","year":2025,"lang":"en","type":"article","venue":"American Journal of Clinical Nutrition","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Type 2 diabetes; Medicine; Internal medicine; Obesity; Endocrinology; Immune system; Diabetes mellitus; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007701526,0.001673665,0.004422382,0.0006308997,0.0006399101,0.001171952,0.000795769,0.002232532,0.00168162],"category_scores_gemma":[0.005580963,0.000809779,0.001971822,0.0006712276,0.0008988244,0.0009798215,0.0005713383,0.00134901,0.000242524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004600642,"about_ca_system_score_gemma":0.0006698693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004995329,"about_ca_topic_score_gemma":0.0008764334,"domain_scores_codex":[0.9970468,0.002001431,0.0002291488,0.0003345596,0.0002567588,0.0001313904],"domain_scores_gemma":[0.996805,0.0009609083,0.0009789675,0.0003805291,0.0003240563,0.0005506577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9525417,0.003857299,0.02727025,0.0006074028,0.005463972,0.00003963799,0.00006123487,0.000169173,0.001149391,0.00003793431,0.0004563813,0.00834561],"study_design_scores_gemma":[0.7245968,0.1369944,0.1248017,0.0003094012,0.01007908,0.0001747242,0.0000819175,0.0008364156,0.000672492,0.0002913954,0.001106443,0.00005519858],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987448,0.009045336,0.0003478632,0.0002744306,0.0001788808,0.001178326,0.0006979018,0.00002374252,0.0008054497],"genre_scores_gemma":[0.9928422,0.001809344,0.0008690009,0.0005601845,0.0003382177,0.002257257,0.0008835574,0.00001002245,0.0004301503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007701526,"threshold_uncertainty_score":0.04073006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927117892196552,"score_gpt":0.3337264422886485,"score_spread":0.314455263366683,"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."}}