{"id":"W4323438781","doi":"10.1093/eurheartj/ehad146","title":"Treatment of late paravalvular regurgitation after transcatheter aortic valve implantation: prognostic implications","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Regurgitation (circulation); Cardiology; Internal medicine; Aortic valve","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":[0.001199185,0.0002997875,0.0002897639,0.0003714878,0.0002578899,0.0006554477,0.0003631624,0.000528256,0.001253769],"category_scores_gemma":[0.005247838,0.0001067695,0.000435318,0.0003402131,0.0004258647,0.0004703095,0.0002701874,0.0009032264,0.0002328231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195953,"about_ca_system_score_gemma":0.0003072924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003015018,"about_ca_topic_score_gemma":0.000515428,"domain_scores_codex":[0.9993871,0.0002246224,0.00009628285,0.0001065375,0.00009458857,0.00009081871],"domain_scores_gemma":[0.9937071,0.001715605,0.003399995,0.0001891006,0.0003024631,0.0006857163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003053957,0.00006808369,0.9923972,0.00002657909,0.00004400755,0.0002650327,0.00002328853,0.00005286514,0.0002684455,0.00002153368,0.00007261903,0.006454812],"study_design_scores_gemma":[0.00001882323,0.0004355736,0.9956152,0.00003806406,0.00006209917,0.002880964,0.00009287536,0.00030525,0.0002730251,0.00006399603,0.0002071197,0.000006913133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967096,0.002254817,0.0002556257,0.000298932,0.0000236184,0.000004382143,0.00007297021,0.000006257776,0.0003737193],"genre_scores_gemma":[0.9991496,0.0003969359,0.0001383399,0.0000475567,0.00008566969,0.000002696985,0.000107441,0.000001887157,0.0000699365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001253769,"threshold_uncertainty_score":0.006341994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0390993537720546,"score_gpt":0.35869707493377,"score_spread":0.3195977211617154,"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."}}