{"id":"W2134698019","doi":"10.1093/ndt/gfu125","title":"NEW DIALYSIS TECHNIQUES","year":2014,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dr. Georges-L.-Dumont University Hospital Centre; London Health Sciences Centre; Ontario HIV Treatment Network","funders":"","keywords":"Medicine; Dialysis; Intensive care medicine; Hemodialysis; Internal medicine","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":[0.0009329515,0.0002453045,0.0006718519,0.0002806733,0.0003968677,0.0006368852,0.0003444888,0.0004583739,0.01298286],"category_scores_gemma":[0.001565169,0.0001591816,0.001093973,0.0003150339,0.0002136662,0.0006364517,0.0003693739,0.001232833,0.0007694209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003633732,"about_ca_system_score_gemma":0.000622628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004661437,"about_ca_topic_score_gemma":0.001208584,"domain_scores_codex":[0.9993882,0.0002283594,0.00007985472,0.00009435442,0.0001473179,0.00006182257],"domain_scores_gemma":[0.9992986,0.0001892974,0.0001980869,0.00009895267,0.00006308557,0.000151957],"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":[0.2340764,0.007261912,0.02475261,0.00576972,0.003906237,0.0001639256,0.0001336024,0.001062089,0.003610898,0.007089402,0.02698809,0.6851851],"study_design_scores_gemma":[0.3789822,0.08984949,0.1676148,0.00361083,0.006212348,0.002047809,0.0003360356,0.002286144,0.004066942,0.01496352,0.3298521,0.0001777566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7663684,0.1313182,0.005976128,0.004182389,0.0059367,0.003415732,0.008016816,0.0002300003,0.07455556],"genre_scores_gemma":[0.9396846,0.017447,0.005235277,0.004206209,0.002051007,0.003047667,0.00386813,0.0000230686,0.02443703],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01298286,"threshold_uncertainty_score":0.04343194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008183936922465034,"score_gpt":0.24881372941278,"score_spread":0.240629792490315,"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."}}