{"id":"W3044818031","doi":"10.1002/ehf2.12846","title":"Assessment of Diastolic Dysfunction: Comparison of Different Cardiovascular Magnetic Resonance Techniques","year":2020,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Circle Cardiovascular Imaging","funders":"Charité – Universitätsmedizin Berlin","keywords":"Medicine; Cardiology; Internal medicine; Ejection fraction; Diastole; Heart failure; Receiver operating characteristic; Magnetic resonance imaging; Natriuretic peptide; Stroke volume; Nuclear medicine; Blood pressure; Radiology","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":[0.0001792477,0.0001900712,0.001047015,0.00009096877,0.00004287475,0.000006785681,0.00007090487,0.0001359745,0.0003059647],"category_scores_gemma":[0.0000597184,0.0001511473,0.0009894848,0.0003264358,0.0001000833,0.00003795126,0.00005344224,0.0003172911,0.00001054716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004936598,"about_ca_system_score_gemma":0.00008529056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005484405,"about_ca_topic_score_gemma":0.000006366677,"domain_scores_codex":[0.9982143,0.0001264656,0.0004472196,0.0003145808,0.0007148606,0.0001825503],"domain_scores_gemma":[0.999002,0.00003367227,0.00006916647,0.0005404463,0.0001660856,0.000188639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001283373,0.0003943941,0.9020175,0.0007183988,0.0006975363,0.00001413235,0.0005045897,0.0000580346,0.02116941,0.0002002357,0.02202222,0.05207527],"study_design_scores_gemma":[0.0008299066,0.0007532059,0.4937369,0.0001182532,0.0003499984,0.00002369023,0.000260991,0.0002488152,0.02552873,0.000002576626,0.4780278,0.0001191408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643527,0.0188879,0.007122656,0.005497057,0.0004737685,0.001621853,0.00003502347,0.000349258,0.001659798],"genre_scores_gemma":[0.9957499,0.000206946,0.00347467,0.0001962437,0.0002323458,0.00002683861,0.00001758327,0.00002613016,0.00006933086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4560055,"threshold_uncertainty_score":0.6163608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878670191535857,"score_gpt":0.276923328923834,"score_spread":0.2581366270084754,"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."}}