{"id":"W2476150747","doi":"10.1161/circheartfailure.115.002562","title":"Reduced Myocardial Flow in Heart Failure Patients With Preserved Ejection Fraction","year":2016,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Heart failure; Heart failure with preserved ejection fraction; Ejection fraction; Coronary artery disease; Atrial fibrillation; Dyslipidemia; Diabetes mellitus; Disease","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":[0.0002443168,0.0002234359,0.0004187746,0.0003164033,0.000124903,0.00003369262,0.00003651609,0.0002679607,0.000375626],"category_scores_gemma":[0.0001701056,0.000153639,0.0002960073,0.0005015744,0.0000501616,0.0004621325,0.000017114,0.0002590578,0.0001725601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003363734,"about_ca_system_score_gemma":0.0001127074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009487246,"about_ca_topic_score_gemma":0.00009782025,"domain_scores_codex":[0.9980909,0.0001665699,0.0003331319,0.0004845377,0.000627174,0.0002976387],"domain_scores_gemma":[0.9988945,0.00005830258,0.00007903426,0.0004764498,0.0003120671,0.0001796166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002910744,0.0001149926,0.978012,0.0000251127,0.000102988,0.000001877721,0.00003399364,0.0003723813,0.01029565,0.00000663998,0.009634402,0.001108943],"study_design_scores_gemma":[0.004163376,0.0001371275,0.8801792,0.0001537209,0.00007944281,0.00002177481,0.00006792646,0.000169062,0.0009432875,0.00001381577,0.1138737,0.0001975741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899881,0.00002605867,0.00227103,0.005956714,0.0004844888,0.0009720086,0.00001198078,0.0001818479,0.0001077098],"genre_scores_gemma":[0.9977595,0.000004429055,0.001221881,0.0001948441,0.000429891,0.00005355472,0.0001437906,0.00004447486,0.0001476434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1042393,"threshold_uncertainty_score":0.6265216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010598544046429,"score_gpt":0.2281699973238583,"score_spread":0.2175714532774293,"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."}}