{"id":"W2563169016","doi":"10.1016/j.jacc.2016.10.068","title":"Transcatheter Mitral Valve Replacement for Patients With Symptomatic Mitral Regurgitation","year":2016,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":285,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Mitral regurgitation; Mitral valve replacement; Cardiology; Mitral valve; Surgery; Internal medicine; Atrial fibrillation; Mitral valve repair","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":[0.0001752691,0.0002275904,0.0004315328,0.0004054961,0.0003807505,0.00045658,0.0001570691,0.0005098255,0.001731514],"category_scores_gemma":[0.0008261061,0.0000985299,0.0004976732,0.0003108404,0.0002248936,0.0002962115,0.0002227644,0.0005812719,0.0002215788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388891,"about_ca_system_score_gemma":0.000433732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002020585,"about_ca_topic_score_gemma":0.0009626596,"domain_scores_codex":[0.9998914,0.00001687406,0.00001777792,0.0000142163,0.00002619175,0.00003356116],"domain_scores_gemma":[0.9997666,0.00005274653,0.00005547815,0.00000920133,0.00001262083,0.0001032988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003229492,0.0007184945,0.8008736,0.0004548491,0.0003884798,0.04105796,0.0004182963,0.0002714581,0.0121523,0.0006093525,0.00656445,0.1332614],"study_design_scores_gemma":[0.0006310943,0.002939486,0.9107702,0.0001543662,0.0002645705,0.07783265,0.0006341492,0.001075388,0.001132097,0.0008748809,0.003664204,0.000026824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869561,0.004668628,0.0004836531,0.001178681,0.0003109404,0.00003333517,0.0001147181,0.00002626177,0.006227518],"genre_scores_gemma":[0.9975673,0.00102821,0.0002329224,0.0003356727,0.0004028362,0.000007891883,0.0001239148,0.00000326499,0.0002979742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001731514,"threshold_uncertainty_score":0.005792499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007055222398884044,"score_gpt":0.2772274947165598,"score_spread":0.2701722723176758,"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."}}