{"id":"W2995123164","doi":"10.1093/ndt/gfs224","title":"Extracorporeal dialysis: techniques and adequacy","year":2012,"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":"Bell (Canada)","funders":"Julius-Maximilians-Universität Würzburg; Université de Montpellier","keywords":"Medicine; Extracorporeal; Intensive care medicine; Dialysis; 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":[0.002120479,0.0002269551,0.0002463052,0.0009672181,0.0002052034,0.0008951306,0.0005459946,0.0002875586,0.002751306],"category_scores_gemma":[0.004496693,0.00007407257,0.0002212626,0.0009908312,0.000654283,0.0005813257,0.0006082359,0.000446523,0.001156821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003507498,"about_ca_system_score_gemma":0.0003930999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003046014,"about_ca_topic_score_gemma":0.0001905528,"domain_scores_codex":[0.9986291,0.0004607298,0.0001302068,0.0001330882,0.0005950766,0.00005182207],"domain_scores_gemma":[0.9979435,0.0008109791,0.0003893852,0.0002762899,0.000465798,0.0001141262],"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":[0.0004160466,0.0001509594,0.07028417,0.001331061,0.0001018057,0.0004239179,0.0003596341,0.0004305589,0.005577697,0.004798667,0.004075752,0.9120499],"study_design_scores_gemma":[0.0002373127,0.0018343,0.4947809,0.00296812,0.0003553765,0.08733146,0.0008016687,0.003089938,0.02455815,0.01760495,0.3663259,0.0001118737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2984866,0.5592833,0.06769033,0.004272046,0.001099859,0.0003495186,0.0007547789,0.0006379443,0.06742574],"genre_scores_gemma":[0.8719383,0.09359515,0.02559766,0.0004783884,0.001294471,0.0002618606,0.0003890294,0.00009410885,0.006350921],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002751306,"threshold_uncertainty_score":0.01121432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328487485749896,"score_gpt":0.2640713689130181,"score_spread":0.2507864940555191,"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."}}