{"id":"W1988041668","doi":"10.1159/000232937","title":"Association between Markers of Inflammation, Fibrosis and Hypervolemia in Peritoneal Dialysis Patients","year":2009,"lang":"en","type":"article","venue":"Blood Purification","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Canadian Institutes of Health Research","keywords":"Hypervolemia; Peritoneal dialysis; Inflammation; Medicine; Fibrosis; Internal medicine; Dialysis; Hemodialysis; Blood volume","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002639867,0.00007325794,0.0002031215,0.0001845162,0.00002561317,0.00001584119,0.00003540756,0.00006622542,0.0000158865],"category_scores_gemma":[0.0001414132,0.00006797821,0.00005731827,0.0002850878,0.00001111765,0.00008394213,0.000008812167,0.00004611063,0.000003684509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005438419,"about_ca_system_score_gemma":0.0000159313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003098154,"about_ca_topic_score_gemma":0.000004373581,"domain_scores_codex":[0.9990833,0.00005278281,0.0003397995,0.0001566402,0.0002705662,0.0000968725],"domain_scores_gemma":[0.9994559,0.0000319661,0.0001993955,0.0001414269,0.0001166679,0.00005468615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005590457,0.0002459323,0.95109,0.00006385901,0.0001497035,3.346359e-7,0.0002012474,0.000007535963,0.004436757,0.00006312285,0.0001863052,0.04349928],"study_design_scores_gemma":[0.001129672,0.0001300123,0.9940763,0.00004905141,0.0007725523,4.803751e-8,0.00003338812,0.00008856167,0.003239886,0.00007626998,0.0003426601,0.00006163966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997263,0.000087671,0.00001974933,0.001239286,0.00001432638,0.0002915684,0.00001089055,0.00001312538,0.00106034],"genre_scores_gemma":[0.9990065,0.0000995532,0.0003368924,0.00003497236,0.00006954571,0.00001323409,0.0002852228,0.000004657484,0.0001493922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04343764,"threshold_uncertainty_score":0.2772071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006069938469630574,"score_gpt":0.2198939922884957,"score_spread":0.2138240538188651,"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."}}