{"id":"W2135737542","doi":"10.1093/ndt/gft383","title":"Intensified home hemodialysis: clinical benefits, risks and target populations","year":2013,"lang":"en","type":"review","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Intensive care medicine; Hemodialysis; Vascular access; Renal replacement therapy; Psychological intervention; Clinical Practice; Kidney disease; Disease; End stage renal disease; Surgery; Internal medicine; Physical therapy","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":[0.0008460222,0.0005529175,0.00143678,0.001647869,0.0001890884,0.0009651539,0.0006767748,0.0008874688,0.001960324],"category_scores_gemma":[0.001648108,0.0002011092,0.0006991286,0.001423903,0.0003198942,0.0009165014,0.000447578,0.001076768,0.0004523607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005055544,"about_ca_system_score_gemma":0.001194076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000850849,"about_ca_topic_score_gemma":0.001758666,"domain_scores_codex":[0.999653,0.00009541228,0.00008526909,0.00004662835,0.0001010458,0.00001859618],"domain_scores_gemma":[0.99934,0.0004290165,0.0001084062,0.000009592138,0.00009043553,0.00002250483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001176272,0.0000671307,0.0006303721,0.0490367,0.0003052297,0.0002133584,0.00008488907,0.000308443,0.0006868289,0.003426898,0.01168881,0.9334337],"study_design_scores_gemma":[0.000104525,0.000334943,0.005959266,0.05869812,0.001795541,0.005497021,0.0003473429,0.0004120345,0.0008723843,0.006925991,0.9189982,0.0000546279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001549519,0.9988756,0.00009198105,0.0003057704,0.0000514753,0.000005170099,0.0000154176,0.000002601552,0.0004970306],"genre_scores_gemma":[0.001183587,0.9982686,0.0001901653,0.0001567958,0.00007652727,0.000007931895,0.00001442846,5.764589e-7,0.0001013447],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001960324,"threshold_uncertainty_score":0.006558001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283700287467358,"score_gpt":0.3764032692093717,"score_spread":0.2480332404626359,"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."}}