{"id":"W1997647912","doi":"10.4103/1319-2442.124551","title":"Polyflux® 210h hemodialysis membrane targets to improve filtration","year":2014,"lang":"en","type":"letter","venue":"Saudi Journal of Kidney Diseases and Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; St. Paul's Hospital","funders":"","keywords":"Medicine; Hemodialysis; Filtration (mathematics); Membrane; Internal medicine; Biochemistry; Statistics","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":[0.00061473,0.0004209276,0.0008359477,0.0003651863,0.001137256,0.001240645,0.0006309625,0.0111856,0.00332385],"category_scores_gemma":[0.005057889,0.0002057071,0.0008946506,0.0002644448,0.0008084953,0.001272961,0.0004829671,0.01070289,0.0017824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567221,"about_ca_system_score_gemma":0.0009873079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008484021,"about_ca_topic_score_gemma":0.00133566,"domain_scores_codex":[0.9993079,0.0001665841,0.0001316153,0.00007206356,0.0002240516,0.00009775738],"domain_scores_gemma":[0.9989191,0.0005615373,0.000133091,0.00004053262,0.0001393136,0.0002063987],"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":[0.0004565852,0.000589901,0.009632524,0.0004897852,0.0001361285,0.1556812,0.0004762276,0.0005268499,0.002672108,0.01580092,0.7099311,0.1036067],"study_design_scores_gemma":[0.0007546009,0.0006634519,0.008290987,0.0006939283,0.0001662517,0.3294705,0.0004986356,0.003394715,0.003241511,0.0258225,0.6268903,0.000112616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0154131,0.00918419,0.001376678,0.9348887,0.01614762,0.00004327259,0.00008907302,0.0001320437,0.0227253],"genre_scores_gemma":[0.177274,0.01008154,0.004722802,0.6938427,0.08113465,0.0001083868,0.0001518909,0.00006832478,0.03261574],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0111856,"threshold_uncertainty_score":0.01137102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007179288670528265,"score_gpt":0.2356544900798378,"score_spread":0.2284752014093095,"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."}}