{"id":"W2088457174","doi":"10.1080/07315724.2010.10719828","title":"Is Serum Albumin a Marker of Malnutrition in Chronic Disease? The Scleroderma Paradigm","year":2010,"lang":"en","type":"article","venue":"Journal of the American College of Nutrition","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Actelion Pharmaceuticals; Canadian Institutes of Health Research; Pfizer","keywords":"Medicine; Malnutrition; Internal medicine; Albumin; Scleroderma (fungus); Disease; Serum albumin; Gastroenterology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.006433211,0.0006407098,0.001145677,0.002728804,0.0007845516,0.002002318,0.001510757,0.002098623,0.0007821062],"category_scores_gemma":[0.01535985,0.0002541494,0.0003850921,0.002261748,0.005310379,0.002416125,0.00130664,0.001755789,0.0001472039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001669218,"about_ca_system_score_gemma":0.002378095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01033809,"about_ca_topic_score_gemma":0.01031678,"domain_scores_codex":[0.9974828,0.001122284,0.0002673708,0.0003060304,0.000590668,0.0002308594],"domain_scores_gemma":[0.9894762,0.004439326,0.003367977,0.0004020914,0.001565876,0.0007485418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007950984,0.00009773798,0.9369989,0.0004146635,0.0003514301,0.0006322519,0.000521742,0.0005174618,0.0008850179,0.00329741,0.002329738,0.05315858],"study_design_scores_gemma":[0.0001266184,0.001204854,0.9473823,0.001201605,0.0006925322,0.007199208,0.00244141,0.007603118,0.0005640552,0.025477,0.005990718,0.0001165344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7973949,0.1151619,0.004403469,0.07748929,0.0005783529,0.00004815232,0.0003946973,0.00005183163,0.004477354],"genre_scores_gemma":[0.9880476,0.007004228,0.001189568,0.002762045,0.0007699674,0.00001851973,0.00007947881,0.000004884269,0.0001237901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01033809,"threshold_uncertainty_score":0.03402245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334841298385365,"score_gpt":0.2628824777789053,"score_spread":0.2495340647950516,"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."}}