{"id":"W4403902432","doi":"10.14740/jocmr6031","title":"Elevated Serum Growth Differentiation Factor 15 Levels as a Potential Biomarker of the Efficacy of Imeglimin in Individuals With Type 2 Diabetes Mellitus: An Exploratory Study","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Novo Nordisk Pharma; Eli Lilly Japan; Novartis Pharma; Mitsubishi Tanabe Pharma Corporation; Astellas Pharma; Novo Nordisk; Teijin Pharma; Daiichi-Sankyo; Boehringer Ingelheim Japan; Daiichi Sankyo Europe; Kowa Company; Sanofi; Kissei; Ono Pharmaceutical; Eli Lilly and Company","keywords":"Medicine; Biomarker; Type 2 Diabetes Mellitus; Diabetes mellitus; Internal medicine; Type 2 diabetes; Growth factor; Oncology; Endocrinology; Biochemistry; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009265718,0.0001847679,0.001018136,0.0009177599,0.0000468065,0.00001709697,0.0003772251,0.0002685713,0.0002662321],"category_scores_gemma":[0.005910405,0.00008479202,0.0002029614,0.001894524,0.0007071702,0.0001641139,0.000109332,0.001683306,0.000004936875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005643982,"about_ca_system_score_gemma":0.0009697595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003433013,"about_ca_topic_score_gemma":0.0000194986,"domain_scores_codex":[0.9928122,0.00208294,0.00209961,0.000290209,0.002353387,0.0003616821],"domain_scores_gemma":[0.9948955,0.002455011,0.0005406968,0.0003639411,0.001414904,0.0003300133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003014951,0.003316919,0.9415472,0.0004451302,0.002027329,0.0002291153,0.002949872,0.000002778462,0.03092845,0.00001515434,0.0005788862,0.01494418],"study_design_scores_gemma":[0.007597459,0.01342227,0.9664835,0.0031743,0.0004347775,0.00002629568,0.002981261,0.0002055779,0.005377471,0.0001568846,0.00005761844,0.00008253621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930557,0.00235176,0.000006652861,0.003130412,0.0006482624,0.0007329088,0.000008202486,0.000009327804,0.00005679087],"genre_scores_gemma":[0.9989597,0.0005171417,0.00003616919,0.00003862372,0.0003480278,0.000003085503,0.000004361895,0.00003021716,0.00006270032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02555098,"threshold_uncertainty_score":0.731322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1629133894352965,"score_gpt":0.4682224791923461,"score_spread":0.3053090897570496,"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."}}