{"id":"W2110855207","doi":"10.1093/ndt/gfh013","title":"Peritoneal dialysis with solutions low in glucose degradation products is associated with improved biocompatibility profile towards peritoneal mesothelial cells","year":2004,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Peritoneal dialysis; Medicine; Biocompatibility; Mesothelial Cell; Mesothelium; Dialysis; Andrology; Cytokine; Peritoneum; Pharmacology; Internal medicine; Surgery; Chemistry; Pathology","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":[0.0005375785,0.0004103737,0.0008285477,0.0005374602,0.0002288234,0.00006052281,0.0001421923,0.0002335592,0.0001203758],"category_scores_gemma":[0.00003862713,0.0003085854,0.0002170913,0.001439361,0.0002942935,0.0002781047,0.00001814414,0.0002871145,0.00002201924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003662589,"about_ca_system_score_gemma":0.0005075938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001404394,"about_ca_topic_score_gemma":0.005059329,"domain_scores_codex":[0.9969765,0.0002671848,0.0006505109,0.0009151499,0.0005954073,0.0005952628],"domain_scores_gemma":[0.9986734,0.00005449841,0.0002761196,0.0004680727,0.0003412968,0.0001866571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02713079,0.0168042,0.04752956,0.001927,0.008220509,0.0009469709,0.02333798,0.01798344,0.8344806,0.0003500218,0.0002710901,0.02101784],"study_design_scores_gemma":[0.02516771,0.00264739,0.6855047,0.000410172,0.01114764,0.00004334479,0.0005194622,0.007952271,0.2652535,0.0001152662,0.0001531902,0.001085364],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920225,0.00008071146,0.003228266,0.002322441,0.00008239583,0.001622713,0.0002684181,0.0001292273,0.0002433986],"genre_scores_gemma":[0.993654,0.0002172015,0.002170519,0.0006240185,0.0001407163,0.0003591939,0.002703068,0.00004305165,0.00008826159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6379752,"threshold_uncertainty_score":0.9999366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100008089496331,"score_gpt":0.2311386862612123,"score_spread":0.220138605366249,"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."}}