{"id":"W4282935707","doi":"10.1177/20480040221102741","title":"The burden of malnutrition &amp; frailty in patients with coronary artery disease: An under-recognized problem","year":2022,"lang":"en","type":"article","venue":"JRSM Cardiovascular Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; Alberta Health Services","funders":"","keywords":"Malnutrition; Medicine; Disease; Coronary artery disease; Myocardial infarction; Population; Intensive care medicine; Gerontology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005050335,0.0002603066,0.0004900952,0.0001450958,0.000248504,0.00002687957,0.0002525292,0.00004115986,0.0001369481],"category_scores_gemma":[0.00009354161,0.0002037098,0.0006041474,0.0004229177,0.0001652629,0.0001807882,0.0001652046,0.000317199,0.00001347659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002545877,"about_ca_system_score_gemma":0.0003151756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001271252,"about_ca_topic_score_gemma":0.0000170486,"domain_scores_codex":[0.9965334,0.0004873243,0.0004034959,0.000572544,0.001608764,0.0003944719],"domain_scores_gemma":[0.9975274,0.00007355142,0.000105108,0.00156195,0.0002101856,0.0005218413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04921079,0.01086899,0.7255045,0.002350558,0.01083324,0.002077915,0.002070061,0.08805833,0.00009834505,0.0001529439,0.007335309,0.1014391],"study_design_scores_gemma":[0.01375415,0.0003912317,0.9650152,0.0002150257,0.00155643,0.00001820311,0.0003528639,0.0003814548,0.000003876421,0.0005606886,0.01741567,0.0003352441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908994,0.004465777,0.0001367025,0.001232174,0.000143253,0.002475711,0.0004486439,0.00008383999,0.0001144604],"genre_scores_gemma":[0.9966239,0.00008299824,0.0002710596,0.0001397555,0.0001375791,0.0006484161,0.001716297,0.00006535569,0.0003146136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2395107,"threshold_uncertainty_score":0.8307044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727728506319721,"score_gpt":0.2346058555642546,"score_spread":0.2173285705010574,"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."}}