{"id":"W2127712541","doi":"10.1161/circheartfailure.109.932996","title":"Factors Associated With Outcome in Heart Failure With Preserved Ejection Fraction","year":2010,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":255,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Internal medicine; Proportional hazards model; Diabetes mellitus; Cardiology; Mortality rate; Heart failure with preserved ejection fraction; Natriuretic peptide; Endocrinology","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":[0.001201709,0.000380157,0.0003244551,0.0003704744,0.0002095602,0.0004456165,0.0002514842,0.0003800789,0.001191223],"category_scores_gemma":[0.003301646,0.0001110778,0.0005005317,0.0004274246,0.0002762759,0.0002453021,0.0003316117,0.0007209672,0.0001403888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290333,"about_ca_system_score_gemma":0.0003704867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008455411,"about_ca_topic_score_gemma":0.001267532,"domain_scores_codex":[0.9996206,0.0001344346,0.00003583598,0.00007560816,0.0000650469,0.0000684863],"domain_scores_gemma":[0.9971674,0.0008340027,0.001279055,0.0001616911,0.0001546064,0.0004031637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001648733,0.00002592392,0.9983357,0.000008685454,0.0000637885,0.00003542319,0.000009960164,0.0001144099,0.00006311802,0.00001170469,0.00007439298,0.001091968],"study_design_scores_gemma":[0.00001427638,0.0001054743,0.9989859,0.000005315477,0.00005793918,0.0001357538,0.00001732751,0.0004988424,0.0000409868,0.00006257225,0.00007237592,0.00000298565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985617,0.000435289,0.0002389223,0.0001177853,0.000009962685,0.000006656704,0.0003207411,0.000008641478,0.000300253],"genre_scores_gemma":[0.9994783,0.00005983047,0.00008586952,0.00002313361,0.00002435816,0.000005518071,0.0002635726,0.000001504244,0.00005806444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001201709,"threshold_uncertainty_score":0.006355286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03767538221536738,"score_gpt":0.2844014367979255,"score_spread":0.2467260545825581,"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."}}