{"id":"W4396868005","doi":"10.1002/ccd.31079","title":"Prevalence and prognostic significance of malnutrition in patients with secondary mitral regurgitation undergoing transcatheter edge‐to‐edge repair","year":2024,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Malnutrition; Internal medicine; Mitral regurgitation; Clinical endpoint; Heart failure; Clinical significance; Mortality rate; Body mass index; Surgery; Clinical trial","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":[0.0006716375,0.0003013182,0.0002965768,0.0007597632,0.0002819604,0.0004472703,0.0002371814,0.0004041494,0.001117776],"category_scores_gemma":[0.002385811,0.0001560697,0.0003399793,0.0006896362,0.0002794978,0.0004042803,0.0005567425,0.0005158706,0.0001104981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001966786,"about_ca_system_score_gemma":0.0001865754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324503,"about_ca_topic_score_gemma":0.001752011,"domain_scores_codex":[0.999663,0.0001145481,0.00005159651,0.00006538627,0.0000477738,0.00005772014],"domain_scores_gemma":[0.9986154,0.0002000123,0.0007966587,0.00005366655,0.00009357496,0.0002407612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008521266,0.000009702286,0.9992478,0.00000475322,0.00001855218,0.00003065457,0.000009799582,0.00001669296,0.00004596177,0.000004380484,0.00001975493,0.0005067914],"study_design_scores_gemma":[0.000005112442,0.00008328746,0.9993182,0.000006935802,0.00001544336,0.0002501074,0.00006667478,0.0001884298,0.00001862798,0.00001559178,0.0000293604,0.000002214597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999453,0.0002811398,0.00003129743,0.00003440652,0.00000344571,0.000002486171,0.00007831668,0.00000122015,0.0001146252],"genre_scores_gemma":[0.9997494,0.00007407997,0.00003545793,0.000007958234,0.000006745884,0.000001944247,0.0001058384,4.296035e-7,0.00001810092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001324503,"threshold_uncertainty_score":0.003739297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947250263151967,"score_gpt":0.2732451232394554,"score_spread":0.2537726206079357,"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."}}