{"id":"W3200690421","doi":"10.1016/j.jcin.2021.07.029","title":"Mitral Valve Surgery After Transcatheter Edge-to-Edge Repair","year":2021,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University; Montreal Heart Institute","funders":"CryoLife; Edwards Lifesciences; Medtronic; Abbott Laboratories","keywords":"Medicine; Interquartile range; Mitral regurgitation; Concomitant; Surgery; Cardiothoracic surgery; Cardiac surgery; Mitral valve replacement; Mitral valve repair; Mitral valve; Cardiology","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":[0.0004002908,0.000249427,0.0007553807,0.0004433976,0.0008037435,0.001189674,0.0002843672,0.0007782602,0.00435032],"category_scores_gemma":[0.00197177,0.00008286268,0.0008258299,0.0002712813,0.0003863325,0.0007479018,0.0004203532,0.001802444,0.0008188584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003092946,"about_ca_system_score_gemma":0.0004051866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003741302,"about_ca_topic_score_gemma":0.0009313906,"domain_scores_codex":[0.9995551,0.00003742523,0.00005049513,0.0000720719,0.00008640968,0.0001985242],"domain_scores_gemma":[0.9988882,0.000309386,0.0002069039,0.0001341084,0.00009257077,0.0003688454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00653466,0.00192361,0.3716069,0.0008306985,0.001485263,0.1290799,0.001026777,0.001092464,0.03474642,0.006346504,0.008246268,0.4370806],"study_design_scores_gemma":[0.0002856877,0.006027911,0.7644404,0.0003704663,0.0005262549,0.1944743,0.0009326156,0.00172476,0.007019651,0.005539058,0.01852537,0.0001335546],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577008,0.007399641,0.004693878,0.001771586,0.001626092,0.00005716543,0.0002428904,0.0001241262,0.02638368],"genre_scores_gemma":[0.9933831,0.001186523,0.000750514,0.001051311,0.0008425728,0.000009038848,0.0003235644,0.00002465574,0.002428651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00435032,"threshold_uncertainty_score":0.01455331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022063476448581,"score_gpt":0.3250270568019016,"score_spread":0.2948064220374157,"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."}}