{"id":"W2047436215","doi":"10.1038/ki.2013.303","title":"Biocompatible peritoneal dialysis solutions: many questions but few answers","year":2013,"lang":"en","type":"letter","venue":"Kidney International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Peritoneal dialysis; Biocompatible material; Medicine; Intensive care medicine; Urology; Internal medicine; Biomedical engineering","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001592895,0.0003948596,0.0005481258,0.0008132259,0.0001647098,0.0002350922,0.0004337532,0.0003902253,0.008039267],"category_scores_gemma":[0.0002522607,0.0003409931,0.000696538,0.0002494149,0.0001646472,0.0001559476,0.0001971722,0.0008326767,0.002189367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003864169,"about_ca_system_score_gemma":0.0003424705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000833228,"about_ca_topic_score_gemma":0.000006232044,"domain_scores_codex":[0.9971849,0.00008802404,0.0005687925,0.000609375,0.001097307,0.000451645],"domain_scores_gemma":[0.9984717,0.00005246573,0.0002410737,0.0005449806,0.0003115463,0.0003782611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001130828,0.0002225028,0.0003539428,0.0001305146,0.001999289,0.0001725912,0.00004289608,0.000009517545,0.0001136512,0.0005858761,0.9950773,0.001280591],"study_design_scores_gemma":[0.0006971316,0.0000486632,0.002406848,0.000458359,0.001244592,0.00002209267,0.00003333232,0.00158491,0.00002196718,0.0002773196,0.9928549,0.0003499149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003467532,0.0003117028,0.001699831,0.937775,0.002748958,0.0006876974,0.0008459768,0.0001714045,0.05541264],"genre_scores_gemma":[0.006398594,0.000602445,0.002290801,0.8329604,0.01273937,0.0006047605,0.01859655,0.0001055998,0.1257015],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1048146,"threshold_uncertainty_score":0.9999042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144685142068289,"score_gpt":0.2690284293019221,"score_spread":0.2475815778812392,"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."}}