{"id":"W2944378311","doi":"10.3747/pdi.2018.00272","title":"Peritoneal Ultrafiltration for Heart Failure: Lessons from a Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Peritoneal dialysis; Randomized controlled trial; Heart failure; Kidney disease; Randomization; Quality of life (healthcare); Dialysis; Internal medicine; Intensive care medicine; Renal function; Physical therapy; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.1007573,0.00132844,0.007426517,0.0008989371,0.000936613,0.004826182,0.0026414,0.007373755,0.005177389],"category_scores_gemma":[0.179159,0.0006526489,0.005006067,0.001820045,0.00229944,0.005053562,0.001567495,0.007830283,0.0006428782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002884217,"about_ca_system_score_gemma":0.005926932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001896276,"about_ca_topic_score_gemma":0.003268548,"domain_scores_codex":[0.909868,0.07550956,0.006935112,0.002320768,0.004330637,0.001035887],"domain_scores_gemma":[0.7929215,0.1740539,0.01242651,0.007046469,0.009219262,0.004332299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2943279,0.005376696,0.00837804,0.07291462,0.05040448,0.001078839,0.001425596,0.00316905,0.001574485,0.01815924,0.1190619,0.4241291],"study_design_scores_gemma":[0.7721385,0.02744901,0.008476688,0.05548501,0.03013461,0.0003824067,0.0006213825,0.005398886,0.0007596359,0.02939232,0.06947051,0.0002909639],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1143758,0.4921418,0.01944555,0.2922791,0.04479021,0.02256683,0.003185914,0.0008606435,0.0103542],"genre_scores_gemma":[0.5409531,0.1654168,0.06824115,0.1523674,0.02733562,0.03890149,0.002400357,0.0004546839,0.003929514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1007573,"threshold_uncertainty_score":0.5328619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398538971296505,"score_gpt":0.3071087840464592,"score_spread":0.2931233943334942,"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."}}