{"id":"W2966087042","doi":"10.1007/s10741-019-09836-8","title":"Heart failure with preserved ejection fraction: the missing pieces in diagnostic imaging","year":2019,"lang":"en","type":"review","venue":"Heart Failure Reviews","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Heart and Stroke Foundation; Ted Rogers Centre for Heart Research; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Heart failure with preserved ejection fraction; Medicine; Heart failure; Cardiology; Ejection fraction; Internal medicine; Diastole; Exercise intolerance; Disease; Diastolic heart failure; Intensive care medicine; Blood pressure","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001592873,0.001156573,0.004358888,0.003231214,0.000361056,0.00215686,0.001368293,0.002113417,0.003509248],"category_scores_gemma":[0.003586926,0.0004372271,0.001165434,0.002801207,0.0008515969,0.002683723,0.001167344,0.003387368,0.001208152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034918,"about_ca_system_score_gemma":0.002214856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002543082,"about_ca_topic_score_gemma":0.006329654,"domain_scores_codex":[0.9992983,0.000153464,0.000147424,0.0001058467,0.0002508883,0.00004402364],"domain_scores_gemma":[0.9970349,0.001943594,0.0003134966,0.00004618032,0.0005166405,0.0001451525],"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":[0.0001256562,0.00005144389,0.0003241234,0.04083884,0.0003404317,0.0001187527,0.00005294652,0.0001769806,0.0004491745,0.002075438,0.07195871,0.8834875],"study_design_scores_gemma":[0.00009919662,0.0001599698,0.0026706,0.05343895,0.001205854,0.001379798,0.0002325948,0.0002651636,0.000165012,0.004731819,0.9355669,0.00008418482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001535461,0.9992164,0.00002694812,0.000404919,0.0002340987,0.000001227449,0.000007996676,0.000002564664,0.00009048456],"genre_scores_gemma":[0.0001894975,0.9986666,0.00007956567,0.0004913635,0.0004667537,0.000002320056,0.0000127122,9.537323e-7,0.00009026924],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004358888,"threshold_uncertainty_score":0.01173961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04538068079400494,"score_gpt":0.3237751431866989,"score_spread":0.2783944623926939,"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."}}