{"id":"W4220722022","doi":"10.1007/s10741-022-10219-9","title":"Skeletal muscle abnormalities in heart failure with preserved ejection fraction","year":2022,"lang":"en","type":"review","venue":"Heart Failure Reviews","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Exercise intolerance; Heart failure with preserved ejection fraction; Medicine; Heart failure; Internal medicine; Cardiology; Aerobic exercise; Ejection fraction; Skeletal muscle; Muscle hypertrophy; VO2 max; Endocrinology; Heart rate; Blood pressure","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":[0.0006302918,0.001138024,0.003061753,0.002878261,0.0002085342,0.00100422,0.000699026,0.001299783,0.005066119],"category_scores_gemma":[0.001395666,0.0003644382,0.0009386359,0.002167223,0.0003731021,0.0009536077,0.0008338173,0.001683078,0.001243348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004566705,"about_ca_system_score_gemma":0.001116457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002298723,"about_ca_topic_score_gemma":0.006597102,"domain_scores_codex":[0.9997687,0.00004091702,0.00005924065,0.00003945796,0.00007220027,0.00001946559],"domain_scores_gemma":[0.9993956,0.0003181353,0.0001366089,0.00001008819,0.0000994462,0.00004008452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002327205,0.0000828945,0.0004796711,0.05608197,0.000669533,0.0001511571,0.00003591583,0.0001874906,0.0005660412,0.0005843163,0.03638119,0.9045471],"study_design_scores_gemma":[0.0006912713,0.0006886524,0.01296961,0.08507092,0.007205909,0.002890612,0.0002205377,0.0004070718,0.0004711276,0.002213594,0.887063,0.0001075592],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005038362,0.9994499,0.00002527255,0.0001279726,0.0001492104,0.000003369991,0.00001316104,0.000002555933,0.0001781156],"genre_scores_gemma":[0.0004808573,0.9986327,0.00008211629,0.0002704198,0.000279584,0.000006954628,0.0000210133,7.416897e-7,0.0002255332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005066119,"threshold_uncertainty_score":0.01694787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04629424370919635,"score_gpt":0.3089663772529599,"score_spread":0.2626721335437635,"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."}}