{"id":"W2343293586","doi":"10.1016/j.tem.2016.04.010","title":"CMPF: A Biomarker for Type 2 Diabetes Mellitus Progression?","year":2016,"lang":"en","type":"article","venue":"Trends in Endocrinology and Metabolism","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Prediabetes; Internal medicine; Insulin resistance; Endocrinology; Metabolite; Type 2 Diabetes Mellitus; Oxidative stress; Biomarker; Medicine; Type 2 diabetes; Diabetes mellitus; Insulin; Chemistry; Biochemistry","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":[0.002042579,0.0009410309,0.001334702,0.001595311,0.0005319985,0.002516777,0.00108193,0.002349387,0.002965788],"category_scores_gemma":[0.005462639,0.0003522696,0.0006422398,0.001932617,0.0006703907,0.00187824,0.000765479,0.002091039,0.0008566076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004570202,"about_ca_system_score_gemma":0.0005451072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047309,"about_ca_topic_score_gemma":0.001162277,"domain_scores_codex":[0.9991326,0.0002141964,0.0001111137,0.0002162059,0.00019931,0.0001266727],"domain_scores_gemma":[0.9976364,0.0006447741,0.0006971418,0.0001743099,0.0004505647,0.000396759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001412739,0.0002090871,0.9149736,0.0003144539,0.0005417797,0.0003675592,0.0001056513,0.0002564815,0.004312417,0.0006037639,0.004476814,0.07242557],"study_design_scores_gemma":[0.0001463862,0.001342009,0.9639255,0.0005564977,0.001128207,0.003483788,0.000589512,0.0033933,0.004242578,0.004156413,0.01692356,0.0001123898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8680418,0.09089332,0.005649914,0.0141098,0.002856905,0.0001305706,0.004707414,0.0003160708,0.01329416],"genre_scores_gemma":[0.9780695,0.007056823,0.006162526,0.002406743,0.001927765,0.0001184019,0.001908936,0.00002538571,0.002323863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002965788,"threshold_uncertainty_score":0.01080233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04340560977286468,"score_gpt":0.3560775641691438,"score_spread":0.3126719543962792,"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."}}