{"id":"W2577992471","doi":"10.1111/hdi.12529","title":"Life threatening nutritional deficiencies in a dialysis patient","year":2017,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Malnutrition; Weakness; Poor Appetite; Intensive care medicine; Dialysis; Depression (economics); Chronic renal failure; Population; Pediatrics; Surgery; Appetite; Internal medicine","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":[0.0001302413,0.0004546948,0.0004517953,0.0007928745,0.001462707,0.0006988444,0.0002850311,0.001381832,0.001452713],"category_scores_gemma":[0.001123414,0.0002542339,0.0002684637,0.0005289019,0.0003848294,0.0007587091,0.0006244619,0.001270141,0.0003235682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003962523,"about_ca_system_score_gemma":0.0004235776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000916781,"about_ca_topic_score_gemma":0.001378965,"domain_scores_codex":[0.9998552,0.00002377928,0.00002073666,0.00002386046,0.00002783568,0.00004853749],"domain_scores_gemma":[0.9996574,0.00006769245,0.00008395853,0.00001080735,0.00002345921,0.0001566217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006784438,0.00008657218,0.07869256,0.00005645046,0.00001383086,0.9148853,0.0004504728,0.00005127398,0.001360208,0.0002054961,0.0009249711,0.003205077],"study_design_scores_gemma":[0.000006946603,0.00009759294,0.01953692,0.00004848496,0.00001287312,0.9777657,0.0004613445,0.0001605899,0.0002618891,0.00023178,0.001406123,0.000009659112],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783266,0.006472766,0.001215086,0.003408027,0.0001823924,0.00007299484,0.0001140275,0.00005498706,0.01015303],"genre_scores_gemma":[0.9963979,0.001534997,0.0003893504,0.0008137989,0.0001909701,0.000009108884,0.00004171992,0.000003960054,0.0006181955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001462707,"threshold_uncertainty_score":0.004859805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624204313157213,"score_gpt":0.2823092685694247,"score_spread":0.2560672254378526,"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."}}