{"id":"W2100454833","doi":"10.1161/circulationaha.109.909614","title":"Mode of Death in Patients With Heart Failure and a Preserved Ejection Fraction","year":2010,"lang":"en","type":"article","venue":"Circulation","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":330,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Université de Montréal","funders":"","keywords":"Medicine; Ejection fraction; Heart failure; Cardiology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004435972,0.00005018378,0.00009411616,0.00009242515,0.00001806226,0.000005026307,0.000007051966,0.00004602319,0.00002038273],"category_scores_gemma":[0.0000154845,0.00004074313,0.00001269557,0.00008228961,0.000009754799,0.0001314627,0.000005155996,0.00006986633,0.00000200644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002467512,"about_ca_system_score_gemma":0.00001060008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001424948,"about_ca_topic_score_gemma":0.0001858337,"domain_scores_codex":[0.9996186,0.00001078048,0.00009207487,0.0001044859,0.0001133458,0.0000607119],"domain_scores_gemma":[0.9997807,0.000008437498,0.00003318755,0.00009984036,0.0000501887,0.00002768656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008219641,0.0001243725,0.9966567,0.00002969561,0.00001082897,2.646561e-7,0.00002430367,0.0000387967,0.002658136,0.00009471345,0.00004984227,0.0002301459],"study_design_scores_gemma":[0.001619826,0.00009416528,0.9956354,0.00002822779,0.00003273106,5.568997e-7,0.00001409872,0.001359229,0.00040046,0.00006822234,0.0007112565,0.00003576505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985463,0.000002496887,0.000380283,0.0004008232,0.00002594112,0.0004506679,6.444862e-7,0.00001705704,0.0001757941],"genre_scores_gemma":[0.9978932,5.428711e-7,0.001989772,0.00001735324,0.00001932494,0.00001357534,0.00004488893,0.000005967537,0.00001538234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002257676,"threshold_uncertainty_score":0.1661457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112939110192949,"score_gpt":0.2520768224914399,"score_spread":0.240782911472145,"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."}}