{"id":"W4381378015","doi":"10.2337/db23-165-lb","title":"165-LB: Circulating Metabolomic Biomarkers of Glycemic Control in Youth with Type 2 Diabetes (T2D)","year":2023,"lang":"en","type":"article","venue":"Diabetes","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glycemic; Medicine; Metformin; Type 2 diabetes; Internal medicine; Diabetes mellitus; Endocrinology; Insulin","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":[0.0006340085,0.0005083004,0.0005459186,0.0007281649,0.0002847372,0.0007430621,0.0002769151,0.0004184928,0.002517853],"category_scores_gemma":[0.0007275611,0.0001758814,0.0003982205,0.0007787183,0.0001145512,0.0002785521,0.0005306178,0.0005171906,0.0003612181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000319428,"about_ca_system_score_gemma":0.0003064478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620623,"about_ca_topic_score_gemma":0.002464035,"domain_scores_codex":[0.9997266,0.00006859202,0.00003610397,0.00006389218,0.00006376684,0.00004105475],"domain_scores_gemma":[0.9996045,0.00004172745,0.0001771249,0.00002212494,0.00006693679,0.00008754865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002632314,0.0004831174,0.9330784,0.0003238434,0.0003954624,0.0001744953,0.0001066587,0.0002316111,0.01243235,0.0001282899,0.002727645,0.04728585],"study_design_scores_gemma":[0.0001190134,0.0008006408,0.9922674,0.00004674737,0.0002067256,0.0004818378,0.00006890613,0.0007023845,0.003377688,0.0001252349,0.001786167,0.0000171662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847984,0.004227106,0.001362354,0.0002963341,0.00006552323,0.000111352,0.006972475,0.0001343346,0.002032088],"genre_scores_gemma":[0.9860385,0.001007128,0.004872561,0.0003116775,0.00008212935,0.0002025053,0.005754737,0.00002107485,0.001709641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002517853,"threshold_uncertainty_score":0.00842303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00991041795371337,"score_gpt":0.2218453015737523,"score_spread":0.211934883620039,"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."}}