{"id":"W2313186535","doi":"10.1016/j.echo.2016.01.011","title":"Recommendations for the Evaluation of Left Ventricular Diastolic Function by Echocardiography: An Update from the American Society of Echocardiography and the European Association of Cardiovascular Imaging","year":2016,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":6666,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"European Association of Cardiovascular Imaging","keywords":"Medicine; Cardiology; Internal medicine; Diastolic function; Ventricular function; Doppler echocardiography; Diastole; Radiology; Blood pressure","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":[0.02264045,0.002795367,0.004495376,0.007823569,0.001542383,0.004625394,0.006399548,0.008549381,0.003042049],"category_scores_gemma":[0.05120461,0.001247938,0.004098584,0.004034162,0.002180228,0.004126423,0.003038033,0.01742902,0.003949991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00296767,"about_ca_system_score_gemma":0.01115515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01793463,"about_ca_topic_score_gemma":0.02510276,"domain_scores_codex":[0.983634,0.003138688,0.005098008,0.0008690507,0.006624877,0.0006353467],"domain_scores_gemma":[0.9180362,0.01733077,0.004866636,0.001757442,0.05415668,0.003852327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001854945,0.0004629105,0.008675493,0.003967674,0.0004035,0.000728372,0.0004761369,0.0008699598,0.001041369,0.002770755,0.5151045,0.4653138],"study_design_scores_gemma":[0.0003627373,0.0002370401,0.02375456,0.03134416,0.001240924,0.003892155,0.001089484,0.001861274,0.001335086,0.005914805,0.9285966,0.0003712324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.004523796,0.5123353,0.04063337,0.362318,0.05123476,0.0008422293,0.003225768,0.001591627,0.02329508],"genre_scores_gemma":[0.02729097,0.5580156,0.2304721,0.1178905,0.03871603,0.002435461,0.01028734,0.0008356055,0.01405632],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02264045,"threshold_uncertainty_score":0.1197356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703373752948635,"score_gpt":0.2612573627388785,"score_spread":0.2442236252093921,"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."}}