{"id":"W4403807469","doi":"10.1093/eurheartj/ehae666.1859","title":"Prosthesis-patient mismatch is associated with long-term mortality following surgical aortic valve replacement","year":2024,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Medicine; Aortic valve replacement; Prosthesis; Surgery; Aortic valve; Cardiology; Stenosis","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":[0.0007335337,0.000150709,0.0002546544,0.0004535133,0.0002909728,0.0006117066,0.0004105704,0.0003185406,0.001810981],"category_scores_gemma":[0.005433794,0.0001381396,0.0003164837,0.0005965212,0.000285275,0.0004226803,0.0005620276,0.0005855377,0.0001518713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002626742,"about_ca_system_score_gemma":0.0002360856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001221913,"about_ca_topic_score_gemma":0.001344219,"domain_scores_codex":[0.999376,0.0001454879,0.0001285147,0.0001242653,0.0001223466,0.0001033375],"domain_scores_gemma":[0.9949635,0.0009976731,0.002962218,0.0002013206,0.0002676045,0.0006076127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004189994,0.000008043721,0.9993944,0.000004295995,0.00001689717,0.00003156762,0.00001175175,0.00001965042,0.00003581151,0.000006434332,0.00002635609,0.0004028674],"study_design_scores_gemma":[0.000001917163,0.0000453732,0.9992245,0.000005998932,0.00001561715,0.0002620157,0.0001004525,0.0002270383,0.00003276748,0.0000310883,0.00005054472,0.000002696005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993737,0.0002477909,0.00006491398,0.00003963993,0.000005570067,0.000001761888,0.0001062356,0.000001612213,0.0001587321],"genre_scores_gemma":[0.9998366,0.00003113305,0.00001822352,0.000007257358,0.000009383456,0.000001263939,0.00007785738,4.614437e-7,0.00001775753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001810981,"threshold_uncertainty_score":0.006058276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03356725549415787,"score_gpt":0.3539425923139241,"score_spread":0.3203753368197663,"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."}}