{"id":"W2111220789","doi":"10.1093/ejcts/ezs083","title":"Impact of residual regurgitation after aortic valve replacement","year":2012,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Internal medicine; Aortic valve replacement; Regurgitation (circulation); Stroke (engine); Surgery; Aortic valve; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003625056,0.0002069905,0.0007341598,0.0003299163,0.00003339018,0.00001920708,0.00005107661,0.00002772104,0.0001555587],"category_scores_gemma":[0.0004776623,0.0001538991,0.004486844,0.0002179314,0.00005335347,0.0002736141,0.00003327689,0.0001619576,0.00005239202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002108694,"about_ca_system_score_gemma":0.0002092472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004242454,"about_ca_topic_score_gemma":2.241672e-8,"domain_scores_codex":[0.9969248,0.001017363,0.0008737107,0.0001371749,0.0006819416,0.0003650561],"domain_scores_gemma":[0.9978042,0.0002326593,0.0006406195,0.0003814203,0.0004518327,0.0004892668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003401739,0.0002928733,0.956005,0.00007472508,0.003862042,0.0002196018,0.0002802602,0.00002253349,0.0001574762,7.27109e-7,0.004465615,0.03121739],"study_design_scores_gemma":[0.0005482363,0.00041366,0.9950274,0.0003431333,0.002171204,0.0004514626,0.0001212323,8.881348e-7,0.0002783109,0.000003058312,0.0005167107,0.0001247031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890449,0.00718831,0.00009285875,0.00004070533,0.0006359685,0.0001340221,0.00002556466,0.00001332366,0.002824364],"genre_scores_gemma":[0.9983015,0.0003069311,0.000160642,0.00004299069,0.0009860233,0.000002368908,0.00002086478,0.00005471739,0.0001239485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03902238,"threshold_uncertainty_score":0.6275823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02794317068703217,"score_gpt":0.3597759796076728,"score_spread":0.3318328089206407,"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."}}