{"id":"W2710470494","doi":"10.1161/circulationaha.116.024593","title":"Clinical and Echocardiographic Characteristics and Cardiovascular Outcomes According to Diabetes Status in Patients With Heart Failure and Preserved Ejection Fraction","year":2017,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":197,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Ejection fraction; Heart failure; Cardiology; Internal medicine; Diabetes mellitus; 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":[0.0008971586,0.0003039916,0.0004693508,0.0005325596,0.0002875772,0.0005597304,0.000247977,0.0004806567,0.001288311],"category_scores_gemma":[0.001706423,0.0002610001,0.0005827903,0.0005576379,0.0004017167,0.0004738128,0.000419479,0.0008074043,0.0001463886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001593234,"about_ca_system_score_gemma":0.0002049928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037698,"about_ca_topic_score_gemma":0.001603333,"domain_scores_codex":[0.9996556,0.000101326,0.00003040948,0.00007595656,0.0000495682,0.0000871826],"domain_scores_gemma":[0.9983322,0.0004581459,0.0006078637,0.00009313823,0.00006511528,0.0004435785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006046469,0.00003626698,0.9984438,0.000006290577,0.00008144288,0.00004124035,0.00001436035,0.00005037487,0.0000886927,0.000009187796,0.00005429236,0.0005695238],"study_design_scores_gemma":[0.00005422661,0.0001932804,0.9990834,0.000006334672,0.00006019823,0.0001490522,0.0000465479,0.0002847749,0.00002897,0.00003340996,0.00005610868,0.000003663941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994249,0.0002239328,0.00003756889,0.00003687005,0.00000694679,0.000003349555,0.0001100976,0.000001107196,0.0001553365],"genre_scores_gemma":[0.9996198,0.00006735975,0.00002733869,0.00003162802,0.00002194069,0.000005260088,0.0001760004,6.70461e-7,0.00005007112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001288311,"threshold_uncertainty_score":0.004744649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787756481511138,"score_gpt":0.2669552833568901,"score_spread":0.2490777185417787,"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."}}