{"id":"W1910846860","doi":"10.1111/j.1542-4758.2011.00602.x","title":"Role of dialysis technology in the removal of uremic toxins","year":2011,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Medicine; Dialysis; Beta-2 microglobulin; Urea; Uremic toxins; Intensive care medicine; Phosphate; Kidney disease; Chromatography; Urology; Internal medicine; Chemistry; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007989153,0.0007171565,0.001585954,0.002515295,0.0002982336,0.000978179,0.0008351846,0.0009844191,0.002765382],"category_scores_gemma":[0.0007076106,0.0002497992,0.0006407754,0.002426965,0.0005372331,0.001343811,0.000566068,0.001230463,0.001965089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005723191,"about_ca_system_score_gemma":0.0008682784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001038894,"about_ca_topic_score_gemma":0.001005719,"domain_scores_codex":[0.9996891,0.00005380064,0.00004854017,0.0000508732,0.0001335973,0.00002413145],"domain_scores_gemma":[0.999606,0.0002027972,0.0000582278,0.00001441371,0.00009588942,0.00002270705],"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":[0.00006422826,0.00009755218,0.0003607254,0.02176064,0.0001213016,0.0002811924,0.00007308599,0.0003490406,0.002281863,0.003539493,0.01117753,0.9598933],"study_design_scores_gemma":[0.00001559285,0.0001140814,0.001546891,0.002830839,0.0001302444,0.002128704,0.0000651842,0.00009759342,0.00115437,0.001543767,0.9903526,0.00002021167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001295086,0.9989417,0.00008961245,0.00009316631,0.00006488803,0.000002692413,0.000007484177,0.000003288649,0.0006675831],"genre_scores_gemma":[0.0008451858,0.9985458,0.000153599,0.00006289591,0.00008477626,0.000003462886,0.00001522544,8.045959e-7,0.000288302],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002765382,"threshold_uncertainty_score":0.009251118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02808692456972884,"score_gpt":0.3077704644558616,"score_spread":0.2796835398861328,"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."}}