{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002494783,0.0005449498,0.0004674227,0.001279961,0.0001529225,0.0005329718,0.0002587543,0.0004933517,0.0004976134],"category_scores_gemma":[0.003371701,0.0001407442,0.0002746164,0.0003993488,0.0002818115,0.000432781,0.0003955467,0.0002644869,0.0001885724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038972,"about_ca_system_score_gemma":0.0001189464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001309608,"about_ca_topic_score_gemma":0.0003141934,"domain_scores_codex":[0.9991708,0.0003553126,0.0001157655,0.0001659497,0.0001401116,0.00005213146],"domain_scores_gemma":[0.9978948,0.0009356774,0.0006412069,0.00008319422,0.0002001006,0.0002450499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002078808,0.0001440333,0.9619675,0.0001058854,0.0002568958,0.0001047585,0.00007101631,0.0003064604,0.005122482,0.00004367963,0.0001083999,0.02969019],"study_design_scores_gemma":[0.0001003627,0.002262366,0.9922817,0.00003979498,0.0001575379,0.001194027,0.0001266921,0.002152587,0.001240298,0.0001123117,0.0003151991,0.0000170098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941538,0.003714417,0.001345456,0.00005016234,0.00002122501,0.00002166928,0.00009907453,0.00001498254,0.0005791913],"genre_scores_gemma":[0.9974973,0.0005264329,0.001684024,0.00003463457,0.00004546814,0.00001657631,0.0001081926,0.000002780895,0.00008461483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002494783,"threshold_uncertainty_score":0.01319385,"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."}}