{"id":"W4388273275","doi":"10.1016/j.jcjd.2023.10.087","title":"DETERMINING THE UTILITY OF THE CACHEXIA SCORE (CASCO) STAGING TOOL FOR CARDIAC CACHEXIA IN A HEART FAILURE POPULATION","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cachexia; Heart failure; Intensive care medicine; Population; Internal medicine; Cardiology; Cancer; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001065021,0.0005492033,0.0005623261,0.001120625,0.0005483616,0.001089329,0.0005133479,0.0005980093,0.0009227238],"category_scores_gemma":[0.004839461,0.0001876737,0.0006168328,0.0007098839,0.0002941009,0.0005505678,0.0006453143,0.0008478796,0.0001843458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00052027,"about_ca_system_score_gemma":0.0006608284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01193519,"about_ca_topic_score_gemma":0.01908182,"domain_scores_codex":[0.99957,0.0001304256,0.00004425208,0.00005969347,0.0000920471,0.0001037827],"domain_scores_gemma":[0.9990388,0.0002441564,0.0002438538,0.00004005856,0.0002083926,0.0002246268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001182145,0.0000582684,0.9972358,0.00000589541,0.00003444199,0.00004415081,0.00004824294,0.00006348325,0.00007689199,0.00002382407,0.0001915111,0.002099185],"study_design_scores_gemma":[0.00002018003,0.0002794799,0.9970668,0.0000154105,0.00006058067,0.000195436,0.0003167879,0.00172057,0.00005929533,0.00008918506,0.0001679945,0.00000836974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998448,0.0001988448,0.0001443387,0.0001284245,0.00001592653,0.00002646262,0.0002442993,0.000004606633,0.0007890106],"genre_scores_gemma":[0.9992373,0.00008256472,0.0002369903,0.00004404737,0.00001679322,0.00001564492,0.0002478297,0.000001628066,0.0001172041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01193519,"threshold_uncertainty_score":0.02373147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804090085414692,"score_gpt":0.2393572369257086,"score_spread":0.2213163360715616,"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."}}