{"id":"W3209234740","doi":"10.1093/ejcts/ezab462","title":"Durability of bioprosthetic surgical aortic valve replacement: valve reintervention is only the tip of the iceberg","year":2021,"lang":"en","type":"letter","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Iceberg; Medicine; Valve replacement; Aortic valve; Aortic valve replacement; Cardiology; Surgery; Internal medicine; Stenosis; Geology","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":[0.01207049,0.0003839988,0.001710506,0.001516016,0.0005051958,0.00408117,0.0009598882,0.00144965,0.001640892],"category_scores_gemma":[0.02691234,0.0002792168,0.001057235,0.001255861,0.001002693,0.003196019,0.001226738,0.002004731,0.0009076172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008565285,"about_ca_system_score_gemma":0.001028063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001244315,"about_ca_topic_score_gemma":0.00113812,"domain_scores_codex":[0.9936376,0.001449464,0.001528604,0.00103726,0.00198761,0.0003594067],"domain_scores_gemma":[0.9599239,0.02081037,0.009865714,0.003703844,0.004620161,0.001076006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001612235,0.000123993,0.2618936,0.004949186,0.001879803,0.0004047965,0.001108065,0.0005857841,0.001515265,0.005155085,0.04170115,0.679071],"study_design_scores_gemma":[0.0001447677,0.002060293,0.7155741,0.01117863,0.003597676,0.009173609,0.001729651,0.001700731,0.003082734,0.01999656,0.2315109,0.0002501995],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.1477655,0.7747579,0.005537541,0.05692572,0.005094207,0.00002738864,0.002277811,0.0000916576,0.007522248],"genre_scores_gemma":[0.7513714,0.2142779,0.001915817,0.01028434,0.01705849,0.0000345397,0.002972713,0.000150106,0.001934636],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01207049,"threshold_uncertainty_score":0.06383562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0303269037666563,"score_gpt":0.3183269008110096,"score_spread":0.2879999970443533,"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."}}