{"id":"W3033335881","doi":"10.1093/ndt/gfaa142.p1248","title":"P1248DOES INCREMENTAL HAEMODIALYSIS PRESERVE NATIVE KIDNEY FUNCTION? A MULTI-CENTRE FEASIBILITY RANDOMISED CONTROL TRIAL","year":2020,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Randomization; Renal function; Urology; Hemodialysis; Randomized controlled trial; Surgery; Internal medicine","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":[0.007187425,0.001897028,0.003754595,0.0004712157,0.0007306712,0.00200969,0.001728694,0.004780941,0.01379289],"category_scores_gemma":[0.007913908,0.0009488689,0.003214525,0.0007156064,0.00204065,0.002124494,0.0009621384,0.003478626,0.001594353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077986,"about_ca_system_score_gemma":0.001603707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009641016,"about_ca_topic_score_gemma":0.0008583132,"domain_scores_codex":[0.9946078,0.003850252,0.0003546175,0.0005359504,0.0002306552,0.0004206839],"domain_scores_gemma":[0.9942468,0.002293383,0.001192003,0.0005536553,0.0003632102,0.001351044],"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":[0.9907017,0.002949486,0.0002642546,0.0006648053,0.0006817851,0.00003557869,0.00003493895,0.0001000002,0.0003963893,0.0001307919,0.0004324879,0.003607887],"study_design_scores_gemma":[0.9603288,0.03771181,0.0007249829,0.00006439469,0.0003602414,0.00001378322,0.00002126156,0.0001769759,0.00006147321,0.0002604265,0.0002628072,0.00001311829],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516148,0.009789089,0.002485901,0.004572337,0.002845724,0.02210147,0.00199317,0.0002304231,0.00436714],"genre_scores_gemma":[0.9734428,0.001443598,0.002651827,0.00199279,0.001041999,0.01629527,0.0006671721,0.00001887353,0.002445872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01379289,"threshold_uncertainty_score":0.04614186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02560205282695091,"score_gpt":0.2720871694019737,"score_spread":0.2464851165750228,"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."}}