{"id":"W4364356749","doi":"10.2337/dc23-0012","title":"Circulating Long Noncoding RNA Signatures Associate With Incident Diabetes in Older Adults: A Prospective Analysis From the VITA Cohort Study","year":2023,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Cancer-related molecular mechanisms research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Foundation for Research in Science and the Humanities; Swiss Life Stiftung für Chancenreichtum und Zukunft; Daiichi Sankyo Europe; Servier; EMDO Stiftung; Universität Zürich; Olga Mayenfisch Stiftung; Schweizerische Herzstiftung; Holcim Stiftung zur Förderung der Wissenschaftlichen Fortbildung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Hamilton Health Sciences; Mundipharma Medical Company, Basel; ZOLL Medical Corporation; Gebauer Stiftung; Boston Scientific Corporation; Biosense Webster; Novo Nordisk; Diabetes-Stiftung; Sanofi; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; Cardinal Health; Edwards Lifesciences; Amgen; Società Italiana dell'Ipertensione Arteriosa; Pfizer; National Science Foundation","keywords":"Medicine; Prospective cohort study; Diabetes mellitus; Cohort; Type 2 diabetes; Cohort study; Disease; Internal medicine; Gerontology; Oncology; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008322004,0.0002441031,0.0003950054,0.000585864,0.0004111835,0.0008252544,0.0003569546,0.0002865362,0.001600672],"category_scores_gemma":[0.001367192,0.0002674331,0.0007289189,0.0007416547,0.0001416454,0.0002331385,0.0006053596,0.0005394454,0.0002718908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768997,"about_ca_system_score_gemma":0.0001678116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003948005,"about_ca_topic_score_gemma":0.005007428,"domain_scores_codex":[0.9996312,0.00006730549,0.00003599694,0.0001550484,0.00005838931,0.00005211908],"domain_scores_gemma":[0.9993126,0.00008919605,0.0002345377,0.0001522988,0.00009477176,0.000116502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002949404,0.00001896217,0.9973946,0.0000105505,0.0001937477,0.00003685386,0.00005064232,0.00003449527,0.0008116535,0.00002471405,0.0001235219,0.001005328],"study_design_scores_gemma":[0.00002159844,0.00006146471,0.9991716,0.000006348065,0.0001227095,0.00008659619,0.00006600354,0.0001539251,0.00007636615,0.00002852882,0.0002019283,0.000002977549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997869,0.0002741972,0.0001915788,0.00002731182,0.000008056821,0.000008625361,0.001325794,0.000004936199,0.0002903204],"genre_scores_gemma":[0.99849,0.0001039405,0.0001380728,0.00002135951,0.0000109859,0.00001016034,0.0009501759,0.000004826482,0.0002704567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003948005,"threshold_uncertainty_score":0.007850051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004341933246613047,"score_gpt":0.2461303981115238,"score_spread":0.2417884648649108,"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."}}