{"id":"W3126462386","doi":"10.1161/circinterventions.121.010483","title":"Malnutrition and Transcatheter Aortic Valve Replacement","year":2021,"lang":"en","type":"letter","venue":"Circulation Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Stenosis; Internal medicine; Aortic valve replacement; Cardiology; Malnutrition; Aortic valve stenosis; Valve replacement; Population; Heart failure; Environmental health","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":[0.001835088,0.0006170292,0.0009595082,0.0006240966,0.004681698,0.002812969,0.0008164828,0.051434,0.007631434],"category_scores_gemma":[0.01218521,0.0005072699,0.0009447603,0.0005847759,0.00173042,0.002447927,0.001727498,0.0279857,0.002510428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003476408,"about_ca_system_score_gemma":0.005044974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009784255,"about_ca_topic_score_gemma":0.01897725,"domain_scores_codex":[0.9986888,0.0004716897,0.0001744467,0.0001118896,0.0002349997,0.000318288],"domain_scores_gemma":[0.9972064,0.001506766,0.0002390515,0.00006115177,0.0002394645,0.0007471469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003421714,0.000189335,0.008231704,0.0001389466,0.00006735943,0.03239907,0.0006137941,0.0002562452,0.0006306418,0.01357047,0.9160368,0.02752344],"study_design_scores_gemma":[0.000576907,0.0002646093,0.0115697,0.001226562,0.000155246,0.02401952,0.00224549,0.00164972,0.0004486824,0.02847995,0.9292349,0.0001287467],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002195495,0.001863852,0.00006667915,0.9805942,0.008762418,0.00001081026,0.00003508848,0.000006854386,0.006464531],"genre_scores_gemma":[0.0174332,0.002955152,0.0002132375,0.9114633,0.05363173,0.00003541584,0.0000402142,0.0000189652,0.01420863],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.051434,"threshold_uncertainty_score":0.02552962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04008098140915891,"score_gpt":0.3246436151635313,"score_spread":0.2845626337543724,"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."}}