{"id":"W4200146289","doi":"10.1002/ejhf.2403","title":"Diabetes and pre‐diabetes in patients with heart failure and preserved ejection fraction","year":2021,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"British Heart Foundation","keywords":"Medicine; Ejection fraction; Heart failure; Diabetes mellitus; Cardiology; Internal medicine; 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":[0.001160907,0.0004238528,0.0005009758,0.0005013508,0.000376804,0.0005839011,0.0003849392,0.0008585214,0.002743585],"category_scores_gemma":[0.002471528,0.0002194226,0.0009581083,0.0008336317,0.000265789,0.0004101463,0.0005045136,0.001550623,0.0002508881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001657986,"about_ca_system_score_gemma":0.0002753752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001899374,"about_ca_topic_score_gemma":0.002368936,"domain_scores_codex":[0.9994172,0.0001769659,0.00006430937,0.0001397719,0.00009751145,0.0001043609],"domain_scores_gemma":[0.9976214,0.0005316591,0.00114002,0.0001272667,0.0001375956,0.0004420547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003794697,0.00005488741,0.9970879,0.0000495501,0.0001843037,0.00008600057,0.00001371612,0.00003311014,0.0000522002,0.00001343541,0.0001088721,0.001936591],"study_design_scores_gemma":[0.00003208193,0.0002029174,0.9986295,0.00003512828,0.0001360265,0.0005467663,0.00004154212,0.0001310589,0.00002290986,0.0000422745,0.0001757458,0.000004049774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878148,0.009557096,0.0002044525,0.0004782779,0.00009987622,0.00002641174,0.0006291855,0.00001139486,0.001178625],"genre_scores_gemma":[0.9976363,0.001336016,0.0001013915,0.0001406064,0.0001438545,0.00001484882,0.0003949315,0.000001612959,0.0002303723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002743585,"threshold_uncertainty_score":0.009178162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00577661897521884,"score_gpt":0.1992726538769868,"score_spread":0.193496034901768,"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."}}