{"id":"W2059868269","doi":"10.1002/dat.20471","title":"The past, the present, and the future of home dialysis","year":2010,"lang":"en","type":"article","venue":"Dialysis & Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peritoneal dialysis; Hemodialysis; Dialysis; Population; Home hemodialysis; Transplantation; Home dialysis; End stage renal disease; Intensive care medicine; Surgery; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003695005,0.0005272914,0.00118826,0.001093159,0.001956438,0.009173185,0.001582686,0.005970398,0.007655579],"category_scores_gemma":[0.02254067,0.0004236674,0.0007014063,0.0007226755,0.002948932,0.006486339,0.001416654,0.01819854,0.001812388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002445382,"about_ca_system_score_gemma":0.003611455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001675525,"about_ca_topic_score_gemma":0.004253943,"domain_scores_codex":[0.9971842,0.0009699254,0.0003444968,0.0003284523,0.0008878206,0.0002850009],"domain_scores_gemma":[0.9835805,0.008004101,0.0009352353,0.0002878979,0.004166595,0.00302575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004452853,0.00001867596,0.000328005,0.0003596423,0.00001549024,0.0001542068,0.0002001024,0.00002211553,0.00003781268,0.003715835,0.965661,0.0294427],"study_design_scores_gemma":[0.00001619257,0.00002983517,0.0006215447,0.0008899754,0.00001994651,0.0006534287,0.0004553513,0.00004359412,0.00005057966,0.001860652,0.9953361,0.00002277589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.0003910866,0.1279788,0.0002112037,0.3966395,0.4709303,0.000004311225,0.00004124161,0.00004220646,0.00376124],"genre_scores_gemma":[0.006786922,0.1118738,0.000190245,0.1160143,0.7595636,0.00001040455,0.00004649787,0.00006347443,0.005450677],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009173185,"threshold_uncertainty_score":0.02561051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004570634811052588,"score_gpt":0.2268323997110668,"score_spread":0.2222617649000142,"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."}}