{"id":"W4381376533","doi":"10.2337/db23-1159-p","title":"1159-P: Impaired Insulin Sensitivity Relates to Preclinical Biomarkers of Neurodegenerative Disease in Young Adults With and Without Type 1 Diabetes (T1D)","year":2023,"lang":"en","type":"article","venue":"Diabetes","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Diabetes mellitus; Endocrinology; Dementia; Biomarker; Pathophysiology; Type 2 diabetes; Amyloid (mycology); Ageing; Insulin; Disease; Pathology; 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":[0.0003166002,0.000327066,0.0002670173,0.0005787166,0.0002630178,0.0005406213,0.0001305615,0.0003732355,0.003157504],"category_scores_gemma":[0.000995138,0.0001723438,0.0002151297,0.0006121592,0.0001440246,0.0002451417,0.0003043819,0.0004766504,0.0008082553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272686,"about_ca_system_score_gemma":0.0001034116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001443097,"about_ca_topic_score_gemma":0.001306063,"domain_scores_codex":[0.9998667,0.000026219,0.0000162894,0.00003664634,0.00002933091,0.00002469753],"domain_scores_gemma":[0.9992176,0.0001405885,0.0003150338,0.00003380701,0.00008485555,0.0002081269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00068309,0.00008592514,0.9932563,0.0000199118,0.00005261407,0.0001873635,0.00004942766,0.00002384474,0.001676906,0.00001150951,0.0001518833,0.003801229],"study_design_scores_gemma":[0.000005315693,0.000202518,0.9990484,0.000004018477,0.00001340628,0.0003418909,0.00003016135,0.00005722882,0.0001688709,0.00001365934,0.0001132264,0.000001291069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980737,0.0004716225,0.0001282483,0.00002702448,0.00001464074,0.00001320611,0.000370978,0.00001043085,0.0008901401],"genre_scores_gemma":[0.9980925,0.0001973678,0.0002854665,0.00005624028,0.00001906674,0.00002119542,0.000658134,0.00000483497,0.0006652587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003157504,"threshold_uncertainty_score":0.0105629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02421040136670327,"score_gpt":0.2704010303995792,"score_spread":0.2461906290328759,"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."}}