{"id":"W2044557133","doi":"10.1007/s11255-006-9064-y","title":"Prevention of membrane damage in patient on peritoneal dialysis with new peritoneal dialysis solutions","year":2006,"lang":"en","type":"review","venue":"International Urology and Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Peritoneal dialysis; Icodextrin; Medicine; Dialysis; Nephrology; Internal medicine; Intensive care medicine; Urology","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":[0.0004872069,0.0006418555,0.002157491,0.00136965,0.0001784359,0.0005014074,0.0009065234,0.0007874813,0.00134618],"category_scores_gemma":[0.0008624709,0.0001786997,0.0006612231,0.0009203636,0.0002731586,0.0006641539,0.0002873859,0.0009833805,0.0004058393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002304415,"about_ca_system_score_gemma":0.0005466559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009187585,"about_ca_topic_score_gemma":0.001407776,"domain_scores_codex":[0.9997706,0.00004299024,0.00005311138,0.00003367608,0.00008285321,0.0000167474],"domain_scores_gemma":[0.9995589,0.0002405866,0.0001067855,0.000008257511,0.00006875483,0.00001672187],"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":[0.0002363424,0.0002019157,0.001256581,0.02715448,0.0003190049,0.0005190012,0.00004764776,0.0001959015,0.001242162,0.0005678963,0.006004613,0.9622545],"study_design_scores_gemma":[0.0005448273,0.00224345,0.03358807,0.03637564,0.004161274,0.02545588,0.0004550106,0.0008559998,0.006669007,0.00333583,0.8861881,0.0001268875],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005534475,0.9987524,0.000132639,0.0001296693,0.00006798354,0.000005199915,0.000009774279,0.000004753578,0.0003440981],"genre_scores_gemma":[0.003407099,0.9957674,0.0004041216,0.000109739,0.0001181911,0.000008115871,0.00002134077,8.624322e-7,0.0001632486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002157491,"threshold_uncertainty_score":0.004503369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295047210784913,"score_gpt":0.2994310383111336,"score_spread":0.2764805662032845,"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."}}