{"id":"W4292851343","doi":"10.1002/ejhf.2661","title":"Right ventricular dysfunction predicts outcome after transcatheter mitral valve repair for primary mitral valve regurgitation","year":2022,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Hazard ratio; Mitral regurgitation; Confidence interval; Heart failure; Mitral valve; Pulmonary artery; Mitral valve repair; Cohort","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"],"consensus_categories":[],"category_scores_codex":[0.0006729968,0.0002174159,0.0004280172,0.0002018704,0.000187785,0.00002981277,0.00008111443,0.0000290819,0.0002876018],"category_scores_gemma":[0.00004199571,0.0001766986,0.01901053,0.0001564217,0.00003327186,0.0001870174,0.00002986672,0.0003456094,0.00002304391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254823,"about_ca_system_score_gemma":0.00009836401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001308044,"about_ca_topic_score_gemma":2.032947e-7,"domain_scores_codex":[0.9978209,0.0003800718,0.0006354405,0.0002600259,0.0006030331,0.0003005382],"domain_scores_gemma":[0.9989696,0.000052455,0.0002441088,0.0002534221,0.0002098886,0.00027051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007881507,0.002032848,0.8495662,0.000566158,0.01949975,0.002546469,0.0009005254,0.0003800417,0.0003985451,0.00002416435,0.1147327,0.001471153],"study_design_scores_gemma":[0.006731645,0.002508705,0.8332949,0.00009006904,0.00716778,0.001313293,0.000171591,0.000009244615,0.00003270954,0.00002931493,0.1484663,0.0001843611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989021,0.005203782,0.0004706124,0.003052629,0.001007974,0.0007894937,0.0001475956,0.0000681462,0.0002387761],"genre_scores_gemma":[0.9941191,0.00000742391,0.003599761,0.000962122,0.0006590042,0.00003124166,0.0001434506,0.00006774684,0.0004101686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03373365,"threshold_uncertainty_score":0.9908139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009434613298733999,"score_gpt":0.2612910520585984,"score_spread":0.2518564387598644,"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."}}