{"id":"W2068954573","doi":"10.1053/jarr.2002.35568","title":"The Acute Dialysis Quality Initiative—Part IV: Membranes for CRRT","year":2002,"lang":"en","type":"review","venue":"Advances in Renal Replacement Therapy","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Renal replacement therapy; Intensive care medicine; Dialysis; Hemodialysis; Biocompatibility; Acute kidney injury; Clinical trial; Hemofiltration; Extracorporeal; Surgery; Internal medicine; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001669556,0.0006843022,0.002456901,0.0002964153,0.0002778619,0.0001049514,0.0004537277,0.0001743534,0.0003138806],"category_scores_gemma":[0.0002023878,0.0003703369,0.001590464,0.0006882451,0.0001932372,0.0001818192,0.00008975759,0.0003271948,0.00004131539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002872843,"about_ca_system_score_gemma":0.0001391574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005418078,"about_ca_topic_score_gemma":0.0000254042,"domain_scores_codex":[0.9955316,0.0005342712,0.001629394,0.0008851165,0.0008120345,0.0006076166],"domain_scores_gemma":[0.996441,0.001252503,0.0009272503,0.0010761,0.0001349627,0.00016819],"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":[0.0009656044,0.0004021531,0.00001065564,0.005561549,0.002765502,0.00002047482,0.00006809492,0.00001248284,7.474755e-7,0.0005467004,0.002685174,0.9869609],"study_design_scores_gemma":[0.002331785,0.0004755558,0.000004874372,0.004455181,0.002107366,0.000003870105,0.00004984592,0.00002655074,0.000007772839,0.000261013,0.9898543,0.0004218559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008938766,0.9879608,0.0002908228,0.0003364698,0.0005163592,0.003704404,0.0001145492,0.00005145886,0.007016264],"genre_scores_gemma":[0.000007701301,0.9889635,0.0002097414,0.0005122573,0.0004935151,0.00278491,0.0004461591,0.00007521646,0.006507009],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9871691,"threshold_uncertainty_score":0.9998748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09198765074925527,"score_gpt":0.4193534646206989,"score_spread":0.3273658138714436,"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."}}