{"id":"W4398209975","doi":"10.1097/01.hjh.0001021168.22478.d6","title":"A GENETIC RISK SCORE OF EARLY-ONSET TYPE 2 DIABETES PREDICTS EARLY DEATH AND BENEFITS OF INTENSIVE GLYCEMIC CONTROL IN ADVANCE TRIAL","year":2024,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Glycemic; Type 2 diabetes; Diabetes mellitus; Intensive care medicine; Internal medicine; Endocrinology","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":[0.001247736,0.0005159727,0.001122843,0.0001963378,0.0002511918,0.0006089857,0.0003341613,0.0006542079,0.002831971],"category_scores_gemma":[0.001578959,0.0001198333,0.0009335331,0.0002882418,0.0002352726,0.0004488347,0.0003984654,0.001165759,0.0002090116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001641246,"about_ca_system_score_gemma":0.0002567534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004863676,"about_ca_topic_score_gemma":0.0008202489,"domain_scores_codex":[0.9995885,0.0001972385,0.00002402936,0.00009589433,0.00004341262,0.00005084728],"domain_scores_gemma":[0.9991075,0.000274257,0.0002707396,0.00006828464,0.00005525973,0.0002238924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7010756,0.005208219,0.2272161,0.0006549731,0.005560019,0.0004094814,0.0001093016,0.005693426,0.003781867,0.0009036681,0.002843369,0.04654398],"study_design_scores_gemma":[0.1955231,0.0912152,0.6691781,0.0004216247,0.01009336,0.0009017497,0.0002046466,0.02109279,0.002397426,0.003562794,0.005295358,0.0001137851],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959266,0.001071927,0.0003824131,0.0002163005,0.00005391015,0.0001920308,0.0007152558,0.00001891703,0.001422646],"genre_scores_gemma":[0.9956958,0.0003006218,0.0008433428,0.0002212469,0.0001237198,0.0002003584,0.001717911,0.000004908671,0.0008921418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002831971,"threshold_uncertainty_score":0.00947386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169708218509431,"score_gpt":0.2404061307407047,"score_spread":0.2187090485556104,"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."}}