{"id":"W4310568782","doi":"10.1007/s12574-022-00593-6","title":"Right ventricular systolic strain in patients with pulmonary hypertension: clinical feasibility, reproducibility, and correlation with ejection fraction","year":2022,"lang":"en","type":"article","venue":"Journal of Echocardiography","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Cardiology; Reproducibility; Internal medicine; Ejection fraction; Pulmonary hypertension; Systole; Pulmonary artery; Sonographer; Strain (injury); Diastole; Speckle tracking echocardiography; Blood pressure; Ultrasound; Heart failure; 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":[0.002683126,0.0004707295,0.0004680643,0.000646454,0.0002727055,0.0008896731,0.0003992991,0.0009233684,0.0006376827],"category_scores_gemma":[0.01378044,0.0003204999,0.0002884604,0.0004054302,0.0005669854,0.0009754061,0.0005861326,0.0007625231,0.0002757877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001235919,"about_ca_system_score_gemma":0.000228528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003141665,"about_ca_topic_score_gemma":0.0005635851,"domain_scores_codex":[0.9987494,0.0004790344,0.0002009589,0.0002383452,0.0002457062,0.00008654308],"domain_scores_gemma":[0.9914855,0.004952888,0.001591684,0.0007367745,0.0006663183,0.0005667999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003084791,0.00005452322,0.9958271,0.000009543728,0.00003453558,0.0001681029,0.0001176708,0.00004672745,0.001101277,0.00001667803,0.00002435062,0.002291005],"study_design_scores_gemma":[0.00002120633,0.0003625145,0.9971257,0.00000537384,0.00003280175,0.001205954,0.0001591376,0.000514752,0.0004583246,0.000041322,0.000065671,0.000007343124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985984,0.0003218649,0.0004097901,0.00005305731,0.00001488389,0.000009362509,0.00005686911,0.000008612301,0.0005272797],"genre_scores_gemma":[0.999649,0.00004870204,0.0001608292,0.00001871005,0.0000265858,0.000003963208,0.00004725291,0.000002177659,0.00004280934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002683126,"threshold_uncertainty_score":0.01418996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464177453539509,"score_gpt":0.2850484493133292,"score_spread":0.2604066747779341,"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."}}