{"id":"W3164132909","doi":"10.1111/jorc.12378","title":"Protein energy wasting and long‐term outcomes in nondialysis dependent chronic kidney disease","year":2021,"lang":"en","type":"article","venue":"Journal of Renal Care","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Kingston General Hospital; Queen's University","funders":"Kidney Foundation of Canada","keywords":"Medicine; Wasting; Kidney disease; Term (time); Disease; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001438283,0.0002499221,0.0002900226,0.0004168365,0.0003606041,0.000518574,0.000287249,0.0003722377,0.0009504053],"category_scores_gemma":[0.003050454,0.0001636789,0.0003520279,0.0006456827,0.0002670932,0.0003788246,0.0005004728,0.0007628488,0.00009275928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002279368,"about_ca_system_score_gemma":0.0003592336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002973997,"about_ca_topic_score_gemma":0.003370416,"domain_scores_codex":[0.9996666,0.0001270982,0.00003821906,0.0000476652,0.00006358237,0.00005681474],"domain_scores_gemma":[0.9974146,0.0005338136,0.001238702,0.000107284,0.0002298357,0.0004757849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001959315,0.000035357,0.9988461,0.00001232835,0.00005050009,0.00001717001,0.00002166541,0.00004316244,0.00005394858,0.000008225693,0.0000276305,0.0006879271],"study_design_scores_gemma":[0.000007571909,0.0001431614,0.9993708,0.000007155654,0.00003766594,0.00005963065,0.00002855266,0.0002265926,0.00002943391,0.00003193376,0.00005544291,0.000002068067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991196,0.0004561662,0.00006400538,0.00004997734,0.000004523577,0.000004501861,0.0001720448,0.000001424596,0.0001278251],"genre_scores_gemma":[0.9995118,0.000118599,0.00007061833,0.0000154425,0.000006703192,0.000005051277,0.0002103369,6.226941e-7,0.00006072262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002973997,"threshold_uncertainty_score":0.007606506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054834275482314,"score_gpt":0.2632379451960999,"score_spread":0.2526896024412768,"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."}}