{"id":"W2012842262","doi":"10.1111/j.1542-4758.2006.01187.x","title":"Online hemodiafiltration: 4 years of clinical experience","year":2006,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Observational study; Dialysis; Renal replacement therapy; Anemia; Intensive care medicine; Clinical trial; Internal medicine","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":[0.002794868,0.00121489,0.001162338,0.001149201,0.001052099,0.001510094,0.0009965877,0.001963318,0.002244593],"category_scores_gemma":[0.004596812,0.0004088154,0.0007840265,0.001704437,0.001031474,0.001894563,0.001858975,0.001376539,0.001032585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006907267,"about_ca_system_score_gemma":0.0008145929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007385408,"about_ca_topic_score_gemma":0.000624884,"domain_scores_codex":[0.9974511,0.000846191,0.0003089869,0.0004645703,0.0003850108,0.0005440405],"domain_scores_gemma":[0.9961346,0.0008862148,0.0005669286,0.0003857478,0.0003214923,0.001705022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003066324,0.01255261,0.5386717,0.0005954893,0.0004787424,0.01886901,0.01101714,0.00185106,0.005943617,0.0008245335,0.006997294,0.3991326],"study_design_scores_gemma":[0.001511543,0.04716029,0.7116174,0.001057899,0.0006171957,0.137625,0.009747408,0.003753031,0.007505794,0.003208379,0.07567467,0.0005213366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787613,0.01435058,0.002125519,0.0009142972,0.0001104229,0.0001087601,0.0001549681,0.00006739185,0.003406843],"genre_scores_gemma":[0.9831382,0.0101182,0.002711512,0.001276781,0.0004021581,0.0001136716,0.0004682256,0.00005494106,0.001716363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002794868,"threshold_uncertainty_score":0.01478082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03605590618245393,"score_gpt":0.3561952265654793,"score_spread":0.3201393203830253,"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."}}