{"id":"W4200351168","doi":"10.1002/ehf2.13760","title":"A Year in Heart Failure: An Update of Recent Findings","year":2021,"lang":"en","type":"review","venue":"ESC Heart Failure","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Ejection fraction; Cardiology; Hazard ratio; Heart failure with preserved ejection fraction; Spironolactone; Atrial fibrillation; Empagliflozin; Diabetes mellitus; Confidence interval; Endocrinology; Type 2 diabetes","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":[0.004001188,0.001130605,0.002436473,0.007040405,0.0007964692,0.004444257,0.001472218,0.003337873,0.007486194],"category_scores_gemma":[0.01167932,0.0005243481,0.001373506,0.009633975,0.001211052,0.007080709,0.002038442,0.005083873,0.002372554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002293611,"about_ca_system_score_gemma":0.003813543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004345286,"about_ca_topic_score_gemma":0.01092116,"domain_scores_codex":[0.9985186,0.0002825209,0.0004009075,0.0002527458,0.0004369747,0.0001082262],"domain_scores_gemma":[0.9854153,0.007339624,0.002152136,0.0002552839,0.003326571,0.001511071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002448814,0.00009151868,0.003206801,0.0132647,0.0002324533,0.0003204285,0.0002302647,0.0001430619,0.0001749691,0.002682966,0.2897735,0.6896345],"study_design_scores_gemma":[0.00005088906,0.0001158847,0.007497169,0.01735643,0.0003503705,0.001213078,0.0006005072,0.00008801465,0.00006087005,0.001548235,0.9710585,0.00006003841],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004295636,0.9649701,0.0001746628,0.02256522,0.01008035,0.00001204702,0.0003682991,0.00002982503,0.00136994],"genre_scores_gemma":[0.002359878,0.9617923,0.0005573764,0.01560904,0.0182325,0.00004237133,0.0005189843,0.00001910068,0.0008684706],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007486194,"threshold_uncertainty_score":0.02504379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03463644319745247,"score_gpt":0.3252185454634288,"score_spread":0.2905821022659763,"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."}}