{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004772616,0.0001390099,0.0005178683,0.0002034259,0.0002156702,0.0001194242,0.00002062624,0.0001314743,0.000001821098],"category_scores_gemma":[0.0003525779,0.0001146036,0.0001616287,0.00009171902,0.00008214374,0.0003141282,0.00004219745,0.0001817294,0.000001053368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002877758,"about_ca_system_score_gemma":0.00001462565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001115361,"about_ca_topic_score_gemma":0.00001799217,"domain_scores_codex":[0.9988712,0.00008912799,0.000231531,0.0003667893,0.0002712733,0.000170085],"domain_scores_gemma":[0.9991692,0.00004352243,0.00007937485,0.0004315292,0.0001092376,0.0001670853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007350151,0.00002735348,0.9920949,0.00004545887,0.0003390133,0.000001053499,0.00001666508,0.00001685212,0.0000291279,0.000001637258,0.000007208396,0.007347202],"study_design_scores_gemma":[0.00251795,0.00009278946,0.9957718,0.00008009445,0.0003088978,0.000001977934,0.00008947466,0.000211774,0.000006957441,0.000008250932,0.0007769513,0.0001331254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984537,0.0001234764,0.0004407913,0.0001181134,0.0002080629,0.0006023992,0.000005612584,0.00003196959,0.00001585926],"genre_scores_gemma":[0.9994569,0.0001271739,0.0002027608,0.00005368796,0.00008841066,0.00001525595,0.00003479938,0.00001885194,0.000002117301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007214077,"threshold_uncertainty_score":0.4673401,"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."}}