{"id":"W3211627593","doi":"10.1177/20543581211057717","title":"Quality of Life and Hemodynamic Effects of Switching From Hemodialysis to Hemodiafiltration: A Canadian Controlled Cohort Study","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Brock University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Hemodialysis; Cohort; Hemodynamics; Intensive care medicine; Internal medicine; Cohort study; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00510801,0.0008946642,0.001077037,0.0009879444,0.003197487,0.001365456,0.001453574,0.001097523,0.002915721],"category_scores_gemma":[0.006241276,0.0005872208,0.002022676,0.003187913,0.001584607,0.0005577357,0.0007324381,0.001093593,0.0001892446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01254989,"about_ca_system_score_gemma":0.02114125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8761883,"about_ca_topic_score_gemma":0.8485979,"domain_scores_codex":[0.9970482,0.0007415557,0.0002165385,0.0006127382,0.0008147919,0.0005661486],"domain_scores_gemma":[0.9926784,0.001029649,0.002121143,0.0005972675,0.002205515,0.00136798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01528793,0.001963316,0.9687318,0.000393805,0.001433436,0.0003125795,0.0009715289,0.0001684181,0.0005982631,0.0002339599,0.001946722,0.00795823],"study_design_scores_gemma":[0.004258193,0.001933048,0.9905963,0.0001128503,0.000716273,0.0001248523,0.0004928735,0.0004880081,0.0000931609,0.00004647472,0.001076595,0.00006138328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962397,0.001030083,0.0001428109,0.0002188031,0.00002946221,0.0003505837,0.001412323,0.000005282303,0.0005709944],"genre_scores_gemma":[0.995826,0.001065784,0.0004360006,0.0003044191,0.00003914715,0.0002553397,0.00161687,0.000005815903,0.0004506123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1238117,"threshold_uncertainty_score":0.2490816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070978978717414,"score_gpt":0.2769318376347888,"score_spread":0.2662220478476147,"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."}}