{"id":"W2101382476","doi":"10.1016/s2213-8587(14)70031-2","title":"Heart failure: a cardiovascular outcome in diabetes that can no longer be ignored","year":2014,"lang":"en","type":"article","venue":"The Lancet Diabetes & Endocrinology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":314,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"University of Oxford; Medtronic; Teva Pharmaceutical Industries; Novartis; Roche; Novo Nordisk; Merck; Bayer; Servier; British Microcirculation Society; Amgen","keywords":"Medicine; Heart failure; Diabetes mellitus; Type 2 diabetes; Intensive care medicine; Internal medicine; Cardiology; Randomized controlled trial; Surrogate endpoint; 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":[0.004403406,0.001165439,0.003071827,0.001124824,0.001836282,0.004910902,0.001303693,0.007586121,0.007110341],"category_scores_gemma":[0.01351268,0.0004239421,0.00121107,0.001127177,0.003604997,0.006520386,0.003586316,0.01280489,0.003641276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001821067,"about_ca_system_score_gemma":0.004043802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004162175,"about_ca_topic_score_gemma":0.00646779,"domain_scores_codex":[0.9971541,0.000527758,0.0003407788,0.0003188368,0.001184819,0.0004736377],"domain_scores_gemma":[0.9903873,0.003356428,0.001086087,0.0003593585,0.001526072,0.003284723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001002333,0.0004485677,0.01512537,0.003622469,0.0007463833,0.001390045,0.0006380363,0.0002055715,0.001378685,0.03428879,0.5013051,0.4398486],"study_design_scores_gemma":[0.001231167,0.001209961,0.06708002,0.01149968,0.001522252,0.002775245,0.00274911,0.0005600632,0.0006509831,0.1867847,0.7235482,0.0003886766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.005581355,0.2254639,0.0009219314,0.7033422,0.04623302,0.000009387522,0.0003509318,0.0001276918,0.01796944],"genre_scores_gemma":[0.1275946,0.3699541,0.001513052,0.2513911,0.2372377,0.00004863409,0.0005834663,0.000101199,0.01157619],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007586121,"threshold_uncertainty_score":0.02378643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03050869099512673,"score_gpt":0.2589968043897658,"score_spread":0.2284881133946391,"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."}}