{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007019571,0.0002794775,0.001706633,0.000242608,0.00009275418,0.0001371447,0.0001443489,0.0001381166,0.003007524],"category_scores_gemma":[0.0005291591,0.0002141937,0.001379209,0.0001105985,0.00007746895,0.0001871948,0.0000337557,0.0001384448,0.0002619619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001553713,"about_ca_system_score_gemma":0.000130794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002446867,"about_ca_topic_score_gemma":0.00008745574,"domain_scores_codex":[0.9976004,0.0001652815,0.0007775406,0.0005140068,0.0006627181,0.0002800899],"domain_scores_gemma":[0.9982591,0.0008459497,0.0001937902,0.0003031447,0.0002567206,0.0001413322],"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":[0.9718937,0.0007434263,0.0008133208,0.00001720061,0.003528887,0.000004744492,0.000382339,0.00003310328,0.008744706,0.003924389,0.009269806,0.0006444103],"study_design_scores_gemma":[0.9213681,0.0003038383,0.0002695697,0.00003460611,0.001253527,0.000004165434,0.0001346029,0.007341628,0.001022294,0.0002679701,0.06779419,0.000205482],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8869283,0.0001078561,0.003026606,0.08700506,0.00365512,0.01367884,0.0001460221,0.0001882659,0.005263895],"genre_scores_gemma":[0.9756564,0.00003192526,0.01061552,0.0007704865,0.002057577,0.003266808,0.001520766,0.00003409652,0.006046348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08872814,"threshold_uncertainty_score":0.9979039,"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."}}