{"id":"W3947265","doi":"","title":"Peritoneal dialysis in congestive heart failure.","year":2007,"lang":"en","type":"article","venue":"International Conference on Management of Data","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Heart failure; Hypervolemia; Medicine; Intensive care medicine; Peritoneal dialysis; Cardiorenal syndrome; Hemodialysis; Dialysis; Azotemia; Cardiology; Hemofiltration; Internal medicine; Renal function; Blood volume","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":[0.001011146,0.0004586026,0.0006861038,0.0005447369,0.0005645383,0.0008128762,0.0004116014,0.001416328,0.008055286],"category_scores_gemma":[0.002035419,0.00007923599,0.0002599189,0.0006633243,0.0004601591,0.0009352957,0.0008444822,0.002216596,0.002714419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004737696,"about_ca_system_score_gemma":0.001081244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009274389,"about_ca_topic_score_gemma":0.002333898,"domain_scores_codex":[0.9994486,0.0002228284,0.00006205432,0.00003690902,0.0001724461,0.00005712815],"domain_scores_gemma":[0.9994393,0.0001814347,0.0001020497,0.00002782097,0.0001032635,0.0001459686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004017998,0.0002432099,0.008365143,0.003065731,0.00007200205,0.005584311,0.0003587203,0.0001184652,0.0007230265,0.01349091,0.2720475,0.6955292],"study_design_scores_gemma":[0.0000906799,0.0002720717,0.01177098,0.001790203,0.00006198214,0.01812185,0.0002205789,0.0001285002,0.0002141338,0.005716452,0.9615965,0.00001609212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00524611,0.83842,0.001743805,0.07098316,0.02531418,0.0001280789,0.0002403886,0.0001491596,0.05777517],"genre_scores_gemma":[0.09130434,0.7207706,0.005110958,0.07067908,0.05279655,0.000267267,0.0005393752,0.00007259913,0.05845923],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008055286,"threshold_uncertainty_score":0.02694768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0843151223283114,"score_gpt":0.3705803997990461,"score_spread":0.2862652774707347,"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."}}