{"id":"W2475043294","doi":"","title":"The use of intradialytic parenteral nutrition to treat malnutrition: a case study.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Capital District Health Authority","funders":"","keywords":"Malnutrition; Medicine; Dialysis; Marasmus; Protein–energy malnutrition; Weight loss; Body mass index; Hemodialysis; Calorie; Enteral administration; Internal medicine; Pediatrics; Intensive care medicine; Parenteral nutrition; Surgery; Kwashiorkor; Obesity","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":[0.0005832844,0.002564707,0.00110219,0.003012515,0.004048677,0.001907562,0.001867875,0.006819367,0.002345689],"category_scores_gemma":[0.004254328,0.001158181,0.002025721,0.002646693,0.001877299,0.00258591,0.002228573,0.005434747,0.0009739414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00215539,"about_ca_system_score_gemma":0.001272153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005771645,"about_ca_topic_score_gemma":0.007719896,"domain_scores_codex":[0.9989448,0.000224244,0.000138104,0.0001965258,0.0001908019,0.000305487],"domain_scores_gemma":[0.9981338,0.0003765858,0.0004869168,0.00008504545,0.0001136422,0.0008040604],"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":[0.00002670052,0.0001284767,0.006309502,0.00005715336,0.00001830241,0.9896543,0.0006163449,0.00007327209,0.0001809827,0.0002524455,0.0006205077,0.002061932],"study_design_scores_gemma":[0.000005931358,0.00006358702,0.002899711,0.00004211974,0.00001592281,0.9948901,0.0006079114,0.0001491828,0.0001090225,0.0001646032,0.001036145,0.00001573838],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9134327,0.03515524,0.009565291,0.01580771,0.002363738,0.0006380735,0.0003579642,0.0001724138,0.02250683],"genre_scores_gemma":[0.972897,0.01409466,0.003088447,0.004281454,0.001424613,0.0001069548,0.0001624415,0.00005324419,0.003891164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006819367,"threshold_uncertainty_score":0.01563853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06962719368062986,"score_gpt":0.2641735373377486,"score_spread":0.1945463436571188,"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."}}