{"id":"W3213986187","doi":"10.1161/jaha.121.021494","title":"Impact of Chronic Obstructive Pulmonary Disease in Patients With Heart Failure With Preserved Ejection Fraction: Insights From PARAGON‐HF","year":2021,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of British Columbia","funders":"National Heart, Lung, and Blood Institute; Relypsa; National Institutes of Health; Servier; Novo Nordisk; Japanese Society of Echocardiography; British Heart Foundation; Cytokinetics; Jazz Pharmaceuticals; Regeneron Pharmaceuticals; Boston Scientific Corporation; Alnylam Pharmaceuticals; Japanese Circulation Society; MyoKardia; Harvard Catalyst; Gilead Sciences; Sanofi; Bayer; AstraZeneca; Bristol-Myers Squibb; GlaxoSmithKline; Celladon Corporation; Amgen","keywords":"Medicine; Ejection fraction; COPD; Heart failure; Internal medicine; Cardiology; Hazard ratio; Heart failure with preserved ejection fraction; Cardiomyopathy; Confidence interval","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":[0.001455308,0.0003694234,0.0006277463,0.0006198688,0.0001964327,0.0007368462,0.0002723963,0.0003911498,0.0009413944],"category_scores_gemma":[0.002124581,0.0001312481,0.000648895,0.000593524,0.0002265439,0.0004489329,0.0007937454,0.00051917,0.0001081318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002597368,"about_ca_system_score_gemma":0.0004397017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336868,"about_ca_topic_score_gemma":0.003104801,"domain_scores_codex":[0.9994681,0.0002258955,0.00005927827,0.00007548727,0.00009541047,0.0000756972],"domain_scores_gemma":[0.9986781,0.000471577,0.0004425426,0.00005852768,0.0001291418,0.0002200771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001329447,0.0001058824,0.9714748,0.0004272041,0.0005335015,0.0001133398,0.00009674251,0.000215356,0.0002671403,0.0001888041,0.00105153,0.02419627],"study_design_scores_gemma":[0.0001042046,0.0003742525,0.9966814,0.0001558085,0.0002794491,0.0003835049,0.0001381384,0.0003324366,0.00004698511,0.0003027002,0.001191952,0.000009186898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531626,0.04047449,0.0002528684,0.00197564,0.00007729411,0.00003671213,0.001730429,0.000006721634,0.002283269],"genre_scores_gemma":[0.9905044,0.007063022,0.0003299802,0.0004003868,0.0004701768,0.00003137229,0.001061175,0.000002041565,0.000137359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001455308,"threshold_uncertainty_score":0.007696509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006545239942115374,"score_gpt":0.2490816477488244,"score_spread":0.2425364078067091,"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."}}