{"id":"W4381377325","doi":"10.2337/db23-728-p","title":"728-P: Biomarkers of Low-Grade Inflammation in Novel Subtypes of Patients at Risk for Diabetes","year":2023,"lang":"en","type":"article","venue":"Diabetes","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prediabetes; Medicine; Diabetes mellitus; Biomarker; Internal medicine; Insulin resistance; Osteopontin; Cluster (spacecraft); Type 2 diabetes; Confounding; Inflammation; Endocrinology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005761972,0.0007823422,0.0006193642,0.0009162835,0.0003909911,0.0009222816,0.0003474054,0.0005975156,0.002040278],"category_scores_gemma":[0.0009075562,0.0002192599,0.0002874759,0.001281337,0.0001856674,0.0002369416,0.0003944009,0.0005418763,0.0007278195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004243764,"about_ca_system_score_gemma":0.0001829635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001882765,"about_ca_topic_score_gemma":0.002307363,"domain_scores_codex":[0.9995773,0.000111901,0.00004162715,0.0001263274,0.00008710555,0.00005568171],"domain_scores_gemma":[0.9995561,0.00006745645,0.0002013651,0.00003177211,0.00006232077,0.00008096997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002717155,0.0001552168,0.9735332,0.0001125143,0.0001769677,0.0002347576,0.0001607418,0.000230174,0.004583036,0.00004998526,0.001678447,0.01636786],"study_design_scores_gemma":[0.00006396364,0.0003112632,0.9952396,0.00002154065,0.00007748124,0.000619946,0.00009029098,0.0004797146,0.001486024,0.0000706071,0.001526812,0.00001277542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921421,0.0026413,0.0006330513,0.0001470433,0.00004391792,0.00006480838,0.002654804,0.00006184389,0.001611231],"genre_scores_gemma":[0.9938041,0.0003849315,0.001660404,0.0000897447,0.00006023714,0.0001126318,0.001744914,0.00001257439,0.002130488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002040278,"threshold_uncertainty_score":0.006825387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129049743222,"score_gpt":0.2434682352092364,"score_spread":0.2321777377770164,"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."}}