{"id":"W1595012739","doi":"10.1111/hdi.12223","title":"How can dialyzer designs improve solute clearances for hemodialysis patients?","year":2014,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capillary action; Hemodialysis; Permeability (electromagnetism); Dialysis; Biomedical engineering; Medicine; Materials science; Composite material; Surgery; Chemistry; Membrane","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":[0.001013194,0.0006687486,0.001777316,0.002298157,0.0002385958,0.001285937,0.001057122,0.001519336,0.004573777],"category_scores_gemma":[0.001797411,0.0003110639,0.000994387,0.001710619,0.0004579873,0.002256611,0.0004442281,0.001399012,0.001947989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005493368,"about_ca_system_score_gemma":0.0009779424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009606653,"about_ca_topic_score_gemma":0.001366226,"domain_scores_codex":[0.9996846,0.00006402381,0.00006203406,0.00005556011,0.0001104103,0.00002341001],"domain_scores_gemma":[0.9994469,0.0002750145,0.00009446837,0.00001564858,0.0001443707,0.00002350735],"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":[0.00009154342,0.0001027818,0.0003042474,0.04224672,0.0002126774,0.0001514466,0.00007284056,0.0003176861,0.001566821,0.004301493,0.01704751,0.9335841],"study_design_scores_gemma":[0.00004203011,0.0001975361,0.001263322,0.01115625,0.0003997896,0.001684638,0.0001384019,0.000149059,0.001176775,0.0034878,0.9802697,0.00003468115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001391597,0.9986986,0.0001164754,0.0003730258,0.0001175274,0.000004695414,0.0000162368,0.000005294412,0.0005289797],"genre_scores_gemma":[0.0008932031,0.9982174,0.0002481175,0.000197556,0.0001247755,0.000006667578,0.00001980588,0.000001413864,0.0002910586],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004573777,"threshold_uncertainty_score":0.01530087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04018705467343828,"score_gpt":0.3124216756156254,"score_spread":0.2722346209421871,"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."}}