{"id":"W2792532595","doi":"10.1016/j.ekir.2018.03.008","title":"Twice-Weekly Hemodialysis and Clinical Outcomes in the China Dialysis Outcomes and Practice Patterns Study","year":2018,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Canadian Institutes of Health Research; National Institutes of Health; King Chulalongkorn Memorial Hospital; Agence Nationale de la Recherche; National Research Council of Thailand; Chulalongkorn University; National Institute for Health and Care Research; AstraZeneca; National Health and Medical Research Council; Fresenius Medical Care North America; European Renal Association-European Dialysis and Transplant Association; Kyowa Hakko Kirin; Patient-Centered Outcomes Research Institute; National Institute of Diabetes and Digestive and Kidney Diseases; Amgen","keywords":"Medicine; Hemodialysis; Dialysis; Intensive care medicine; Clinical Practice; Renal function; China; Internal medicine; Emergency medicine; Physical therapy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0008501493,0.0002569917,0.0002619739,0.0009366781,0.0004571706,0.0005450602,0.0004402939,0.0003004333,0.001125663],"category_scores_gemma":[0.001723547,0.0001799408,0.0003957296,0.00195024,0.0002600788,0.0004585983,0.0004859169,0.0004262253,0.00008540822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009023292,"about_ca_system_score_gemma":0.001239704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03418712,"about_ca_topic_score_gemma":0.03644105,"domain_scores_codex":[0.9994911,0.0001076827,0.00006667423,0.0001170866,0.0001179903,0.00009947534],"domain_scores_gemma":[0.9978301,0.0001144517,0.001267079,0.000128645,0.000204684,0.0004550399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000228732,0.00001713901,0.9986928,0.00000792084,0.00003299296,0.00001344372,0.00004958827,0.000034875,0.00003396005,0.00002113957,0.0001565622,0.0009165865],"study_design_scores_gemma":[0.000005615467,0.00001515911,0.9995968,0.000004614375,0.00001043344,0.00002073583,0.00003786912,0.00016065,0.00001494996,0.00001502674,0.0001163091,0.000001903208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979495,0.0002586793,0.00009867952,0.0001528657,0.00000622879,0.00002134982,0.001162748,0.000003937304,0.0003461224],"genre_scores_gemma":[0.9986997,0.0000903487,0.0000959302,0.00004128394,0.000008500358,0.00001691105,0.0009163424,0.000001114513,0.0001298505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03418712,"threshold_uncertainty_score":0.0679763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793656688734571,"score_gpt":0.3771927337030009,"score_spread":0.3492561668156552,"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."}}