{"id":"W4309165571","doi":"10.1210/clinem/dgac642","title":"Duration of Diabetes, Glycemic Control, and Risk of Heart Failure Among Adults With Diabetes: A Cohort Study","year":2022,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Medical Research Council","keywords":"Glycemic; Medicine; Diabetes mellitus; Duration (music); Cohort; Internal medicine; Heart failure; Cohort study; Proportional hazards model; Cardiology; 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":[0.001465506,0.0003833974,0.0004968454,0.0006104012,0.000644612,0.0009200352,0.0005070691,0.0006953299,0.001217103],"category_scores_gemma":[0.001931573,0.0005564963,0.001053764,0.001345509,0.000232051,0.0006092567,0.0006822545,0.00112215,0.000245634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003419016,"about_ca_system_score_gemma":0.000632698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01900619,"about_ca_topic_score_gemma":0.01911808,"domain_scores_codex":[0.9993402,0.0001818194,0.00007619854,0.0001709272,0.0001143832,0.0001163861],"domain_scores_gemma":[0.9984159,0.0001836455,0.0005009615,0.0003225828,0.0001789423,0.0003979767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003800435,0.00008459351,0.9980462,0.00001155671,0.0003110548,0.00007235128,0.00008620548,0.00002161744,0.0001703285,0.00001391149,0.0001267149,0.0006754131],"study_design_scores_gemma":[0.0000385876,0.0002157718,0.9988402,0.00001303782,0.0001762986,0.0001783434,0.0001588722,0.0001326377,0.00002135404,0.00001504866,0.0002031994,0.000006680817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979366,0.0006211093,0.0001524815,0.00007198822,0.00002143425,0.00002403137,0.0009065355,0.000003834813,0.0002620963],"genre_scores_gemma":[0.9983261,0.0004481158,0.0002026499,0.00006526583,0.00003112707,0.00003199837,0.0006236521,0.000002588273,0.0002684467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01900619,"threshold_uncertainty_score":0.03779113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035321798949339,"score_gpt":0.2813567601923002,"score_spread":0.2710035422028068,"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."}}