{"id":"W4413220708","doi":"10.4244/eij-d-25-00224","title":"Transcatheter aortic valve implantation in pure aortic regurgitation: one-year outcomes of the AURORA trial","year":2025,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Heart Institute","funders":"","keywords":"Medicine; Regurgitation (circulation); Cardiology; Aortic valve; Internal medicine; Aortic Valve Insufficiency; Aortic root; Aortic valve repair; Aorta","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001263566,0.0000928606,0.0002304404,0.0001194358,0.00002665492,0.00001291654,0.00005067087,0.00003477081,0.00006797422],"category_scores_gemma":[0.00008103115,0.00006872878,0.002070142,0.0002182099,0.0000249122,0.00006307852,0.00001555792,0.0000737756,0.00001239111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005776911,"about_ca_system_score_gemma":0.00003920768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000301215,"about_ca_topic_score_gemma":0.0000125457,"domain_scores_codex":[0.999052,0.0001037438,0.0003919836,0.0001613585,0.0001860904,0.0001048347],"domain_scores_gemma":[0.9995345,0.00003839771,0.0001139236,0.0002328867,0.00005353625,0.00002671609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00426232,0.001157208,0.9869916,0.0003002938,0.001000482,0.000001491567,0.0002647653,0.00000584298,0.0003358297,0.0007507526,0.0001353919,0.004794015],"study_design_scores_gemma":[0.0197324,0.0002502618,0.9773678,0.0003922392,0.001013615,8.826631e-7,0.00008800952,0.00001876141,0.0002892867,0.0007863601,0.00001521712,0.00004514472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969617,0.0001179836,0.0001350051,0.0006500989,0.0004569992,0.0007712809,0.00002031368,0.00001763701,0.0008689621],"genre_scores_gemma":[0.9989541,0.000009909892,0.00002281909,0.00007636558,0.00002073551,0.00001684923,0.00004903723,0.000009429438,0.0008407079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01547008,"threshold_uncertainty_score":0.2802678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02286142832386852,"score_gpt":0.3574205623145801,"score_spread":0.3345591339907116,"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."}}