{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008207776,0.0004006021,0.0004372508,0.0004502336,0.0004087778,0.0004282015,0.000221981,0.000425494,0.0006809455],"category_scores_gemma":[0.0009056968,0.000191983,0.0004731805,0.000444666,0.00021719,0.0003042644,0.0002859263,0.0004009813,0.0001334185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002091023,"about_ca_system_score_gemma":0.000217438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004039112,"about_ca_topic_score_gemma":0.0004829461,"domain_scores_codex":[0.9996519,0.0001275415,0.00004161997,0.00008723408,0.0000466698,0.0000449537],"domain_scores_gemma":[0.9993013,0.0001088681,0.0003354788,0.00005682888,0.00005471386,0.0001427842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001817132,0.0003620349,0.9939387,0.00002184547,0.0000799957,0.00009288465,0.00007066015,0.00002078209,0.00187386,0.0000113759,0.00002538172,0.00168547],"study_design_scores_gemma":[0.00009587865,0.002876135,0.9949147,0.000007004341,0.00015034,0.0004122701,0.0001918886,0.0002320937,0.0008757565,0.00003178628,0.0002051712,0.000007021368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994875,0.0001720796,0.0001221783,0.00001001097,0.00000327449,0.00002126676,0.00006395548,0.0000015874,0.0001182153],"genre_scores_gemma":[0.9994287,0.00004906,0.0002770818,0.0000296097,0.000007718534,0.00002571714,0.000100298,8.06761e-7,0.00008091133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008207776,"threshold_uncertainty_score":0.004340708,"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."}}