{"id":"W3172603577","doi":"10.1093/ndt/gfab099.0011","title":"MO666INVESTIGATIONS INTO DIFFERENCES AND SIMILARITIES BETWEEN SHORT DAILY HIGH-FLUX HEMODIALYSIS AND SHORT DAILY ON-LINE HEMODIAFILTRATION","year":2021,"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":"SDHD; Medicine; Hemodialysis; Dialysis; Dialysis adequacy; Nausea; Quality of life (healthcare); 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":[0.0007077061,0.0001307807,0.0003405438,0.000279228,0.0001398377,0.0003606753,0.0001389018,0.0002328049,0.002596878],"category_scores_gemma":[0.0009233174,0.00009450947,0.000328761,0.0001793949,0.0002317781,0.000321355,0.0002311798,0.000338326,0.0001614771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000142788,"about_ca_system_score_gemma":0.000163199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002039292,"about_ca_topic_score_gemma":0.0002334041,"domain_scores_codex":[0.9996228,0.0001585252,0.00004199349,0.00006173879,0.00004894805,0.00006591721],"domain_scores_gemma":[0.9990294,0.0002734927,0.0002821878,0.00006305089,0.00006957315,0.0002824043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07625096,0.006152397,0.8211611,0.0002511605,0.0003880495,0.0002802586,0.0005347563,0.0001985892,0.04921639,0.0002728587,0.0002320178,0.04506143],"study_design_scores_gemma":[0.0007403458,0.03541157,0.9601053,0.00001327379,0.00008540654,0.0003569442,0.0002959959,0.0003347276,0.002109861,0.00008258291,0.0004551045,0.000008954938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996868,0.0001181963,0.00003400448,0.000006433275,0.000004278348,0.000006069269,0.00001601209,0.000001250863,0.00012696],"genre_scores_gemma":[0.999742,0.00002864384,0.00004350064,0.00001334371,0.000007313524,0.000006932994,0.00004385487,5.895686e-7,0.0001139673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002596878,"threshold_uncertainty_score":0.008687437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.026159157062027,"score_gpt":0.2672971891136741,"score_spread":0.2411380320516471,"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."}}