{"id":"W2029595862","doi":"10.1155/2014/493039","title":"Impaired<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" id=\"M1\"><mml:mrow><mml:mi mathvariant=\"bold\">β</mml:mi></mml:mrow></mml:math>Cell Function in Chinese Newly Diagnosed Type 2 Diabetes Mellitus with Hyperlipidemia","year":2014,"lang":"en","type":"article","venue":"Journal of Diabetes Research","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; Chinese Society of Endocrinology; University of Ottawa; National Science Foundation","keywords":"Hyperlipidemia; Insulin resistance; Hypertriglyceridemia; Internal medicine; Dyslipidemia; Triglyceride; Medicine; Endocrinology; Glucose homeostasis; Diabetes mellitus; Insulin; Type 2 Diabetes Mellitus; Gastroenterology; Algorithm; Cholesterol; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002985438,0.0002786573,0.0003487239,0.0004868056,0.0002774764,0.0002452779,0.0004017941,0.0004676991,0.004221359],"category_scores_gemma":[0.003249662,0.0002903758,0.0003364609,0.0008477207,0.0003570509,0.0004418892,0.0002121267,0.001169561,0.0005260949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000303723,"about_ca_system_score_gemma":0.0006789638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001116158,"about_ca_topic_score_gemma":0.00006159386,"domain_scores_codex":[0.9959944,0.0003366176,0.0007802156,0.0004196112,0.001466269,0.001002818],"domain_scores_gemma":[0.9960039,0.001978125,0.0005101401,0.0006433421,0.0003010807,0.0005633918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006183472,0.002898985,0.08939325,0.005367803,0.003232606,0.001375961,0.003370503,0.00193098,0.1341131,0.6163355,0.1114123,0.02438554],"study_design_scores_gemma":[0.01213264,0.01649721,0.08579122,0.003849448,0.001237963,0.0002664598,0.002011869,0.4985825,0.3679885,0.00062569,0.009773085,0.001243367],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693422,0.001616396,0.00003372409,0.0006940264,0.0006438196,0.00005093107,0.00001170562,0.00004506157,0.02756209],"genre_scores_gemma":[0.9963629,0.0005038931,0.0007794882,0.0006788027,0.001180526,0.00009309959,0.00006207188,0.0001272155,0.0002120371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6157098,"threshold_uncertainty_score":0.9999548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046317387878575,"score_gpt":0.2708373749301696,"score_spread":0.2503742010513839,"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."}}