{"id":"W4396994899","doi":"10.1681/asn.20213210s1536c","title":"Nutritional Phenotypes and Variation in Nutritional Parameter Trajectories Among Non-Dialysis CKD (CKD-ND) Patients Prescribed Oral Nutritional Supplements","year":2021,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care; University of British Columbia","funders":"","keywords":"Medicine; Dialysis; Kidney disease; Internal medicine; Malnutrition; Intensive care medicine","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":[0.0005391162,0.0002093083,0.0002506782,0.0004894749,0.0004583177,0.0007233698,0.0003094061,0.0002860012,0.0008328588],"category_scores_gemma":[0.00167247,0.0001670328,0.0003711956,0.0008239438,0.0002321344,0.0002882726,0.0005179141,0.0005238354,0.0001722769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006434782,"about_ca_system_score_gemma":0.0007016145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04529152,"about_ca_topic_score_gemma":0.06072928,"domain_scores_codex":[0.9997283,0.00005363554,0.0000310379,0.00008467816,0.0000530531,0.00004938075],"domain_scores_gemma":[0.9989478,0.0001459669,0.00042924,0.0001136668,0.0002051945,0.0001580838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008930717,0.00001257577,0.9991329,0.000003143399,0.00002263889,0.0000099455,0.00005919897,0.00004808332,0.0001340989,0.000008295192,0.0000427611,0.0004370442],"study_design_scores_gemma":[0.000002056425,0.00002615628,0.9994701,0.000002495994,0.000007094906,0.00003099711,0.000114291,0.0002363394,0.00003177258,0.00001423949,0.00006262269,0.00000191801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993014,0.00004497109,0.00008748639,0.00001885077,0.000001099004,0.000005401898,0.0004098184,0.000002861278,0.0001281083],"genre_scores_gemma":[0.9992748,0.000020149,0.000119159,0.000007943859,7.240968e-7,0.000005509329,0.0004926824,0.000001390753,0.00007765558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04529152,"threshold_uncertainty_score":0.09005576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069004478500697,"score_gpt":0.2977209448541636,"score_spread":0.2770309000691566,"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."}}