{"id":"W2037428571","doi":"10.1038/ki.2012.75","title":"The effect of frequent hemodialysis on nutrition and body composition: Frequent Hemodialysis Network Trial","year":2012,"lang":"en","type":"article","venue":"Kidney International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Hemodialysis; Medicine; Randomized controlled trial; Internal medicine; Albumin; Body water; Nocturnal; Serum albumin; Weight gain; Extracellular fluid; Body mass index; Gastroenterology; Surgery; Body weight; Extracellular; Chemistry; Biochemistry","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":[0.001617178,0.001167697,0.002336018,0.0001450627,0.0006135619,0.00124422,0.0008073967,0.001609794,0.002103793],"category_scores_gemma":[0.002527906,0.0005021294,0.001732826,0.0002803601,0.0008826678,0.001140111,0.0006515538,0.002907903,0.0002485072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006042888,"about_ca_system_score_gemma":0.000799936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001825797,"about_ca_topic_score_gemma":0.002082098,"domain_scores_codex":[0.9992643,0.0004409387,0.00003887264,0.0001195116,0.000038251,0.00009820621],"domain_scores_gemma":[0.9977528,0.0007134075,0.0005068533,0.0003095627,0.00008889866,0.0006285031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.951847,0.004601836,0.02987702,0.0002764323,0.004576961,0.00009891865,0.00006949416,0.000507961,0.001000379,0.0001998248,0.0009656346,0.005978615],"study_design_scores_gemma":[0.6597728,0.09490486,0.2243894,0.0001658235,0.01251315,0.0003022525,0.0002844039,0.003139826,0.0007625116,0.001722141,0.00191699,0.0001259139],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997387,0.00104184,0.00009862314,0.0003926575,0.0001494704,0.00006832481,0.0003241818,0.000009392533,0.000528447],"genre_scores_gemma":[0.9970134,0.0005384354,0.0002131585,0.0004202521,0.0003307167,0.0001555847,0.0005724724,0.000005536757,0.0007503097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002336018,"threshold_uncertainty_score":0.008552551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00962034848492494,"score_gpt":0.271056520553683,"score_spread":0.261436172068758,"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."}}