{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001588353,0.000146631,0.0004689579,0.0002679784,0.00004231778,0.00005820849,0.00007552622,0.00003916899,0.0001353307],"category_scores_gemma":[0.0002598882,0.0001034762,0.0003187533,0.0002089933,0.00002694881,0.0000909317,0.0001007434,0.0001674411,0.000001554512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002359227,"about_ca_system_score_gemma":0.0005343477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009117358,"about_ca_topic_score_gemma":0.00008382431,"domain_scores_codex":[0.9985352,0.00008374441,0.0004633421,0.0001857766,0.0005359469,0.000195973],"domain_scores_gemma":[0.9987534,0.00002137887,0.0002264321,0.0001781151,0.0002613839,0.0005592812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007815298,0.0007892075,0.8402557,0.002675538,0.001691339,0.03598215,0.0007171679,0.0006860172,0.0146925,0.0002019157,0.0004261182,0.1011008],"study_design_scores_gemma":[0.008395256,0.0005419766,0.9717186,0.004822128,0.003017678,0.0002459516,0.0007637039,0.0002651325,0.007386118,0.00008861084,0.002329982,0.000424841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855638,0.01202682,0.0003238273,0.001418428,0.0001163313,0.0001160717,0.00001590374,0.000006237207,0.000412565],"genre_scores_gemma":[0.997992,0.0004338898,0.0001337685,0.000357442,0.000293447,0.000007106318,0.00003142413,0.00001470612,0.0007362074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1314629,"threshold_uncertainty_score":0.4219638,"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."}}