{"id":"W3112741526","doi":"10.1002/ehf2.13159","title":"Implications of Peripheral Oedema in Heart Failure with Preserved Ejection Fraction: A Heart Failure Network Analysis","year":2020,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Heart failure; Medicine; Ejection fraction; Cardiology; Peripheral edema; Internal medicine; Peripheral; Heart failure with preserved ejection fraction","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":[0.008179662,0.0006405947,0.001313052,0.001445667,0.0004700914,0.001294449,0.001319583,0.0006625954,0.002111207],"category_scores_gemma":[0.01145118,0.0004121951,0.004389276,0.002199279,0.0002748834,0.001071421,0.001849586,0.001141896,0.0001510851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006574541,"about_ca_system_score_gemma":0.0008666237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01631686,"about_ca_topic_score_gemma":0.01946811,"domain_scores_codex":[0.9931427,0.004489623,0.0004614828,0.0009416668,0.0004978886,0.0004665812],"domain_scores_gemma":[0.9927347,0.003505086,0.001798549,0.0007612761,0.0006164584,0.0005839314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002301636,0.00007458163,0.9777224,0.0002989958,0.01234703,0.0002158647,0.00005537776,0.001278231,0.000141841,0.0001791155,0.001777859,0.003607033],"study_design_scores_gemma":[0.0003309313,0.0002887874,0.9769195,0.0001109727,0.007832732,0.0003436248,0.0002166217,0.01231078,0.00006278347,0.0004690018,0.00108342,0.00003077363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815639,0.004653588,0.001443124,0.000757586,0.0000984791,0.000145294,0.009889684,0.00002538732,0.001423028],"genre_scores_gemma":[0.9944616,0.0003724136,0.0004539581,0.0001019595,0.00006287471,0.0001105399,0.004235929,0.00001321217,0.0001874922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01631686,"threshold_uncertainty_score":0.04325873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143196523395522,"score_gpt":0.2535797016380236,"score_spread":0.2392600492984714,"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."}}