{"id":"W2756736213","doi":"10.1016/j.cjca.2017.07.063","title":"INTEREST OF PRE-OPERATIVE LONGITUDINAL STRAIN AND STRAIN RATE FOR THE PREDICTION OF REDUCED EJECTION FRACTION AFTER SURGERY FOR PURE AORTIC REGURGITATION","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Regurgitation (circulation); Strain (injury); Strain rate; Internal medicine; Heart failure; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001376719,0.0007017229,0.0006484913,0.0006835369,0.0003763059,0.001128773,0.0006286941,0.001409696,0.001872871],"category_scores_gemma":[0.007209928,0.000304011,0.0008218361,0.0004040649,0.0006792377,0.0009511119,0.0004968659,0.001637625,0.0004556452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002513161,"about_ca_system_score_gemma":0.0004599561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001316228,"about_ca_topic_score_gemma":0.002097297,"domain_scores_codex":[0.9995311,0.0001402889,0.00006788709,0.00009422314,0.00007286653,0.00009357595],"domain_scores_gemma":[0.9911191,0.00460019,0.001498961,0.0005792268,0.0004795367,0.001722918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001217072,0.0001933825,0.9939747,0.0000146481,0.0001056067,0.0001617186,0.00006198479,0.0001513233,0.0006210848,0.00003328198,0.00005558957,0.00340967],"study_design_scores_gemma":[0.00001596753,0.0005071152,0.9971462,0.000009803802,0.0001059579,0.0002832275,0.0001363618,0.001380868,0.0002073248,0.00009230064,0.00009961118,0.00001525872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983803,0.0004674791,0.0001963605,0.0001296945,0.0000353883,0.000004357324,0.00009047284,0.000007097107,0.0006888852],"genre_scores_gemma":[0.9993661,0.0001111196,0.0001090729,0.0000275679,0.00006288902,0.000002514743,0.0001166958,0.000003342344,0.0002007853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001872871,"threshold_uncertainty_score":0.007280886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04193925693137606,"score_gpt":0.3438915310478646,"score_spread":0.3019522741164885,"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."}}