{"id":"W4234347299","doi":"10.1111/j.1492-7535.2005.01117.x","title":"Hemodiafiltration","year":2005,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; General hospital; Humanities; Library science; Family medicine; Art; Computer science","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":[0.0005359706,0.001033961,0.00174007,0.002429416,0.0002842885,0.000931584,0.0005839922,0.0007765819,0.004749444],"category_scores_gemma":[0.0009610439,0.0002419685,0.0004975382,0.002580024,0.0003555579,0.001066513,0.0006926879,0.001174515,0.001772791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003981083,"about_ca_system_score_gemma":0.001110681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009045902,"about_ca_topic_score_gemma":0.001823406,"domain_scores_codex":[0.9997279,0.00005379534,0.00006302582,0.00005312943,0.00008070202,0.00002140713],"domain_scores_gemma":[0.9996461,0.0001249089,0.0001252832,0.00001357987,0.00006277281,0.00002743173],"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":[0.0001145911,0.00008641767,0.0002731793,0.01248814,0.0001380087,0.0001449425,0.00001939922,0.0000809207,0.000581074,0.0007127966,0.02529081,0.9600697],"study_design_scores_gemma":[0.0001773302,0.0003130092,0.003505668,0.009602445,0.0008989089,0.004191529,0.00005020412,0.0001693832,0.001895858,0.001266807,0.9778983,0.00003060773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002074586,0.9975669,0.0001718802,0.0001709084,0.000229463,0.000009347774,0.00002623086,0.00001169418,0.00160595],"genre_scores_gemma":[0.002533927,0.9947507,0.0004224771,0.0004313909,0.0002949629,0.00001838854,0.00009322385,0.000002272936,0.001452738],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004749444,"threshold_uncertainty_score":0.01588851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04538083159688316,"score_gpt":0.3524889158618536,"score_spread":0.3071080842649704,"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."}}