{"id":"W1493472221","doi":"10.1159/000430084","title":"Peritoneal Dialysis for Chronic Congestive Heart Failure","year":2015,"lang":"en","type":"review","venue":"Blood Purification","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Cardiorenal syndrome; Medicine; Peritoneal dialysis; Heart failure; Intensive care medicine; Dialysis; Cardiology; Internal medicine; Kidney disease; Hemodialysis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004377298,0.0003424799,0.001589964,0.0002536096,0.00007491079,0.00006254402,0.0001484712,0.000259874,0.00007252704],"category_scores_gemma":[0.0001153209,0.0002562492,0.000930234,0.0003746559,0.00005761431,0.00004789541,0.00003574201,0.0001662183,0.0002039833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002117152,"about_ca_system_score_gemma":0.0007131481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008445665,"about_ca_topic_score_gemma":0.000005663155,"domain_scores_codex":[0.9981785,0.0001131373,0.0005499031,0.0005723256,0.0003319636,0.0002541177],"domain_scores_gemma":[0.998455,0.00006523346,0.0003169535,0.0006330477,0.0002901346,0.0002396512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000209133,0.0005534728,0.000003756722,0.02401734,0.002077614,0.000005702173,0.00004575309,0.00000199982,0.000007186077,0.0007545714,0.03273689,0.9397748],"study_design_scores_gemma":[0.0007094395,0.0002051766,0.00001980988,0.002767666,0.02605878,0.00001135018,0.00001853764,0.00002426102,0.000006530714,0.00002303122,0.9699104,0.0002449818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007519163,0.9950892,0.0001466751,0.0006263014,0.0001558283,0.003126064,0.0001554299,0.00007003944,0.0006229969],"genre_scores_gemma":[0.00008372909,0.9895422,0.001000431,0.00005096833,0.001401974,0.00191202,0.004068938,0.00006711248,0.00187258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9395298,"threshold_uncertainty_score":0.999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04898667199451064,"score_gpt":0.342746956815086,"score_spread":0.2937602848205754,"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."}}