{"id":"W1977469058","doi":"10.1097/01.mat.0000104826.70073.2f","title":"Extended Reuse of Polysulfone Hemodialysis Membranes Using Citric Acid and Heat","year":2004,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Polysulfone; Hemodialysis; Albumin; Creatinine; Citric acid; Chemistry; Urology; Urea; Medicine; Chromatography; Surgery; Membrane; Biochemistry","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":[0.000839854,0.0004081143,0.0006823016,0.0004323784,0.0002095859,0.0005225218,0.0003661369,0.0002689494,0.0005333005],"category_scores_gemma":[0.001730666,0.0001511716,0.0006987845,0.0003697658,0.0005806856,0.0004043346,0.0004161336,0.0003086487,0.00009887551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005411918,"about_ca_system_score_gemma":0.0003575362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001274805,"about_ca_topic_score_gemma":0.001096412,"domain_scores_codex":[0.9992564,0.0001765205,0.00008123648,0.0001763507,0.0002113891,0.00009798691],"domain_scores_gemma":[0.9984396,0.0003737983,0.0007861936,0.0002205337,0.00006999654,0.0001099838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01607714,0.001570273,0.3634067,0.0004406149,0.001072775,0.001878734,0.001117143,0.0042057,0.4567579,0.0003298293,0.0002288756,0.1529144],"study_design_scores_gemma":[0.0003605293,0.04254843,0.6112494,0.00008921616,0.0007314368,0.0073893,0.0003761826,0.008952103,0.3243191,0.0003141853,0.003591133,0.00007900331],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986358,0.0006953569,0.0006015784,0.000006913848,0.000001945411,0.000004452826,0.000008568416,0.000008186129,0.00003721159],"genre_scores_gemma":[0.9988981,0.0001722415,0.0007682943,0.00001534529,0.00000739396,0.000003928157,0.00003830086,0.000003361425,0.00009285383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001274805,"threshold_uncertainty_score":0.004441679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885341701372321,"score_gpt":0.269410687330159,"score_spread":0.2505572703164358,"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."}}