{"id":"W3126644975","doi":"10.1093/ehjci/jeaa356.272","title":"Assessment of myocardial deformation with CMR: a comparison with ultrasound speckle tracking in a cohort of highly trained endurance athletes","year":2021,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Speckle tracking echocardiography; Cardiology; Medicine; Internal medicine; Reproducibility; Endurance training; Cardiac magnetic resonance; Athletes; Cohort; Ultrasound; Ventricular function; Magnetic resonance imaging; Heart failure; Ejection fraction; Physical therapy; 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":[0.0008374111,0.0002676545,0.0002792647,0.000779499,0.0002000964,0.0004890157,0.00025704,0.0005644702,0.0009294376],"category_scores_gemma":[0.001723629,0.0001422239,0.0002326256,0.000335777,0.0002298113,0.0004062207,0.0004086835,0.0002052302,0.000268855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029913,"about_ca_system_score_gemma":0.00009862823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000818974,"about_ca_topic_score_gemma":0.00084276,"domain_scores_codex":[0.999699,0.00006339352,0.00004095734,0.0001119183,0.00004575213,0.00003897153],"domain_scores_gemma":[0.999199,0.0001904221,0.0002818704,0.000077332,0.0001034897,0.0001480011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004010666,0.00006580801,0.9933844,0.00001333788,0.00003966663,0.0001641305,0.0001737246,0.00005814364,0.001781665,0.00001212989,0.00003469923,0.003871217],"study_design_scores_gemma":[0.000003765733,0.0002592479,0.9989723,0.000003754054,0.00001407814,0.0002914371,0.000114673,0.0001930375,0.00009601488,0.000009861062,0.00003957858,0.000002346254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995775,0.00007267427,0.0001369857,0.000008348583,0.000002667378,0.000005492932,0.00005310548,0.000002150856,0.0001412209],"genre_scores_gemma":[0.9995639,0.00004100171,0.0001568375,0.000008201319,0.000009741927,0.00000851775,0.00009904683,0.000001551132,0.0001113368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009294376,"threshold_uncertainty_score":0.004428744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014100085972233,"score_gpt":0.2752506983399994,"score_spread":0.2611506123677664,"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."}}