{"id":"W2758676322","doi":"10.1007/s10557-017-6754-x","title":"Prevalence of Prediabetes and Undiagnosed Diabetes in Patients with HFpEF and HFrEF and Associated Clinical Outcomes","year":2017,"lang":"en","type":"article","venue":"Cardiovascular Drugs and Therapy","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"AstraZeneca","keywords":"Medicine; Prediabetes; Diabetes mellitus; Internal medicine; Cardiology; Type 2 diabetes; Intensive care medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008495334,0.0001928787,0.0002723005,0.0007901554,0.0002918641,0.0004660235,0.0002966829,0.0004374287,0.00106512],"category_scores_gemma":[0.002733243,0.0001752807,0.0003231545,0.0006648068,0.0002557381,0.0003735931,0.0004569271,0.0006818732,0.00009870566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003139479,"about_ca_system_score_gemma":0.0003863836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006814441,"about_ca_topic_score_gemma":0.007980275,"domain_scores_codex":[0.9994076,0.0001660284,0.00007505387,0.0001046346,0.0001358936,0.0001107529],"domain_scores_gemma":[0.9979994,0.0003279599,0.001048259,0.00009548729,0.0001561538,0.0003727023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003071541,0.00001386574,0.9995586,0.000002551099,0.00001474391,0.00001607442,0.000007946282,0.000008806634,0.00001195621,0.00000457593,0.00001781764,0.0003121487],"study_design_scores_gemma":[0.000004342595,0.00003487895,0.9996301,0.00000321569,0.000008854975,0.0001447587,0.00004083946,0.0000783588,0.000009288541,0.00001194235,0.00003196454,0.000001408407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989507,0.0003630703,0.00004790302,0.00005578187,0.000004405386,0.000005266963,0.0002649803,0.000002011942,0.0003059743],"genre_scores_gemma":[0.9995401,0.00007529023,0.00004489607,0.00002527951,0.00001277309,0.000004655051,0.0002469842,4.540073e-7,0.00004955311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006814441,"threshold_uncertainty_score":0.01354957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01276080429740877,"score_gpt":0.2672632134308274,"score_spread":0.2545024091334187,"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."}}