{"id":"W1523683319","doi":"10.1159/000067389","title":"Hemodiafiltration and High-Flux Hemodialysis with Polyethersulfone Membranes","year":2002,"lang":"en","type":"article","venue":"Contributions to nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Membrane; Hemodialysis; Flux (metallurgy); Materials science; Medicine; Internal medicine; Chemistry; Metallurgy; 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":[0.0009939835,0.0003246422,0.0002775693,0.0003730136,0.0002863505,0.0007809622,0.000313886,0.0008669689,0.001240778],"category_scores_gemma":[0.0006913909,0.0001355596,0.0004658228,0.0002802938,0.0003633664,0.001178363,0.0003852586,0.0005225811,0.0002956548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003227419,"about_ca_system_score_gemma":0.0003277664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001444865,"about_ca_topic_score_gemma":0.0001494363,"domain_scores_codex":[0.9996126,0.0001492565,0.00003332815,0.00003973166,0.000135765,0.00002934959],"domain_scores_gemma":[0.9996044,0.0001843156,0.00006387127,0.00003575447,0.00006983901,0.00004180639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004193019,0.0008281079,0.01094521,0.001515601,0.0002794893,0.002442797,0.0003047395,0.00361766,0.3854883,0.03257251,0.005553353,0.5522593],"study_design_scores_gemma":[0.0003362776,0.003099116,0.04473872,0.0001956465,0.0002920014,0.02005699,0.0002541478,0.01720047,0.6794354,0.01441681,0.2198212,0.0001532539],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7445997,0.1529311,0.06957728,0.005205147,0.003301576,0.0001167068,0.0001013213,0.0003060583,0.02386116],"genre_scores_gemma":[0.9348196,0.02881378,0.01872133,0.0006470663,0.001736786,0.0000481068,0.0001089951,0.00002684875,0.01507746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001240778,"threshold_uncertainty_score":0.005256712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009201586757015311,"score_gpt":0.2392218422842089,"score_spread":0.2300202555271936,"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."}}