{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007514232,0.000410542,0.001529851,0.0002257884,0.00009899056,0.00004430732,0.0004134855,0.0001116199,0.0001410339],"category_scores_gemma":[0.0002091279,0.0002827488,0.0004347113,0.0002692707,0.000267955,0.00008174119,0.0002669389,0.0004077672,0.0002710006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209833,"about_ca_system_score_gemma":0.00002333157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001153055,"about_ca_topic_score_gemma":0.0001771,"domain_scores_codex":[0.9962162,0.0003153482,0.0003792982,0.0005830694,0.0003690426,0.002137035],"domain_scores_gemma":[0.9979927,0.0002581024,0.00008752241,0.001461927,0.0000601188,0.0001396478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002171601,0.0001437555,0.977091,0.0001546821,0.001196588,0.00002675369,0.0001085107,0.00002936841,0.0007119666,0.0009752269,0.01245095,0.007089441],"study_design_scores_gemma":[0.006065715,0.000545435,0.554487,0.00009478605,0.0009083655,0.000006212266,0.0001216785,0.0002721788,0.00481057,0.0006882822,0.431536,0.0004636974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663969,0.001661565,0.00000464139,0.02678999,0.0004489733,0.00088349,0.00001594056,0.0002355981,0.003562845],"genre_scores_gemma":[0.986567,0.00009175154,0.0005073979,0.01108463,0.0005763478,0.0004038537,0.00008123043,0.00005920913,0.0006285803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.422604,"threshold_uncertainty_score":0.9999624,"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."}}