{"id":"W4296160337","doi":"10.1016/j.jacc.2022.09.006","title":"Transcatheter Edge-to-Edge Mitral Valve Repair in Patients With Severe Mitral Regurgitation and Cardiogenic Shock","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Ottawa","funders":"","keywords":"Medicine; Cardiogenic shock; Mitral regurgitation; Cardiology; Internal medicine; Mitral valve repair; Heart failure; Surgery; Myocardial infarction","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":[0.0002312856,0.0003454155,0.000675574,0.0004485637,0.0004202572,0.0006176114,0.0002969494,0.0007816677,0.001122222],"category_scores_gemma":[0.00112122,0.0001592023,0.0004380807,0.0003694644,0.0003086528,0.0005242402,0.0003811691,0.001095086,0.0001223786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001604261,"about_ca_system_score_gemma":0.0003854827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000331325,"about_ca_topic_score_gemma":0.0009422056,"domain_scores_codex":[0.9998245,0.00003260738,0.00002165379,0.00002723308,0.00003296225,0.0000610231],"domain_scores_gemma":[0.9995988,0.0001096018,0.00008897272,0.00001356962,0.00001399108,0.0001751254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002769524,0.0006231916,0.9370145,0.0001494759,0.0002430043,0.02350068,0.0001962049,0.000384674,0.002542041,0.0003254242,0.001251228,0.03100003],"study_design_scores_gemma":[0.00025571,0.001960346,0.9589877,0.00006894278,0.0001595896,0.03454635,0.0008154651,0.001360801,0.0004107391,0.0006379929,0.0007677583,0.0000284973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957956,0.001594706,0.0002510128,0.0004950913,0.0001210265,0.00001373595,0.00004867015,0.000007545138,0.001672446],"genre_scores_gemma":[0.9983866,0.0007468745,0.0001625131,0.0001593916,0.0002750481,0.000005359326,0.0001010791,0.000001620014,0.0001615578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001122222,"threshold_uncertainty_score":0.003754258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006076362017633742,"score_gpt":0.2545554425260417,"score_spread":0.248479080508408,"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."}}