{"id":"W4396937622","doi":"10.1111/dom.15654","title":"Determinants of serious health <scp>outcome‐free</scp> status in <scp>middle‐aged</scp> and older people with dysglycaemia: Exploratory analysis of the <scp>ORIGIN</scp> trial","year":2024,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"McMaster University; Hamilton Health Sciences; Sanofi","keywords":"Medicine; Internal medicine; Body mass index; Diabetes mellitus; Kidney disease; Type 2 diabetes; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004109039,0.0006459035,0.001197536,0.0002887989,0.0004216641,0.001146283,0.0004930964,0.000972776,0.001111065],"category_scores_gemma":[0.004258366,0.0002970233,0.003190024,0.0006676182,0.0004251958,0.0005982102,0.00143489,0.001189844,0.0001148832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741636,"about_ca_system_score_gemma":0.0008228979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003719436,"about_ca_topic_score_gemma":0.006862562,"domain_scores_codex":[0.9981697,0.001136818,0.0001317634,0.0002206944,0.0001274619,0.0002136491],"domain_scores_gemma":[0.9967856,0.0009495899,0.001088438,0.0003257445,0.0001833776,0.0006672699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1802519,0.001327258,0.7903758,0.0009396632,0.0108816,0.0001460336,0.0002611444,0.0005410161,0.0005864886,0.0001282209,0.001107464,0.01345346],"study_design_scores_gemma":[0.01898114,0.01483836,0.9554971,0.0002087767,0.007611451,0.0001211455,0.0002291497,0.001031639,0.0002755293,0.0003214853,0.0008424422,0.00004178582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975485,0.0009683681,0.00009137829,0.0001099717,0.00002106732,0.0001094684,0.0008698909,0.000003928151,0.0002773281],"genre_scores_gemma":[0.9975702,0.0002986291,0.0001779708,0.0001140561,0.00005681988,0.000182545,0.001434675,0.000002589996,0.0001624752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004109039,"threshold_uncertainty_score":0.02173096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01533051433923808,"score_gpt":0.258766844180464,"score_spread":0.2434363298412259,"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."}}