{"id":"W4281643487","doi":"10.4244/eij-d-21-00846","title":"Delayed hospitalisation for heart failure after transcatheter repair or medical treatment for secondary mitral regurgitation: a landmark analysis of the MITRA-FR trial","year":2022,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Medicine; Hazard ratio; Clinical endpoint; MitraClip; Confidence interval; Mitral regurgitation; Surgery; Randomized controlled trial; Concordance; Heart failure; Ejection fraction; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028001,0.0001321453,0.00035761,0.0001310189,0.0001126381,0.00001150391,0.00005160291,0.00004094449,0.001134181],"category_scores_gemma":[0.00007295593,0.00008727682,0.009921397,0.0002625893,0.00002831837,0.00005233777,0.00001579319,0.00005685811,8.484466e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001452191,"about_ca_system_score_gemma":0.0001165894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003737275,"about_ca_topic_score_gemma":0.0001063211,"domain_scores_codex":[0.9986801,0.0001494709,0.0004179216,0.0002723575,0.0003364232,0.0001437852],"domain_scores_gemma":[0.9993249,0.000110353,0.0001357689,0.0002707122,0.00008044219,0.00007785545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6028263,0.01228644,0.2349128,0.001030956,0.09603744,0.00003479379,0.003693753,0.0001622713,0.0002113267,0.0003391462,0.03758503,0.01087975],"study_design_scores_gemma":[0.1588818,0.02472556,0.7286568,0.0001840318,0.05489862,0.00003953738,0.0008024058,0.002513995,0.0002449809,0.0001960328,0.02852113,0.0003351887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930318,0.0003708839,0.0007451475,0.001770073,0.0003795935,0.002375612,0.001264077,0.00003444896,0.00002833699],"genre_scores_gemma":[0.9963202,0.000004238312,0.0003530183,0.0001738719,0.0001094002,0.0008527357,0.001280791,0.0000211902,0.0008845794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.493744,"threshold_uncertainty_score":0.999994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01985631794396232,"score_gpt":0.3423964199956976,"score_spread":0.3225401020517353,"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."}}