{"id":"W2131684902","doi":"10.1186/cc5922","title":"Bench-to-bedside review: Current evidence for extracorporeal albumin dialysis systems in liver failure","year":2007,"lang":"en","type":"review","venue":"Critical Care","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Alberta","funders":"","keywords":"Medicine; Dialysis; Extracorporeal; Liver failure; Albumin; Intensive care medicine; Liver transplantation; Transplantation; Bench to bedside; Internal medicine; Medical physics","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":[0.0003974271,0.0004286003,0.001912183,0.0003246238,0.00005059759,0.00003751466,0.0001910186,0.0002770281,0.00005272838],"category_scores_gemma":[0.0006182517,0.0003450291,0.0007842352,0.0004894451,0.00006845037,0.0001239852,0.00002990194,0.0004464312,0.0001114105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003378493,"about_ca_system_score_gemma":0.0004595409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007357834,"about_ca_topic_score_gemma":0.00007230137,"domain_scores_codex":[0.9972064,0.0001743903,0.0009531225,0.0006868162,0.000510508,0.0004687142],"domain_scores_gemma":[0.9969904,0.001468246,0.00009156601,0.0004496963,0.0004944334,0.0005056366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000307055,0.00005110816,0.00004991563,0.5554711,0.00006704907,0.0003340329,0.0001270841,1.214977e-7,1.755246e-7,0.0003422274,0.0015325,0.441994],"study_design_scores_gemma":[0.0002368724,0.0001187292,0.00008177512,0.3962063,0.01584457,0.0000633232,0.00008471784,0.00000424471,9.278783e-7,0.00000725482,0.5870221,0.0003291132],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004372167,0.9942322,0.0007205803,0.0001694067,0.0004239401,0.003805937,0.0005173191,0.0000373598,0.0000888631],"genre_scores_gemma":[0.0007265067,0.9952826,0.0002065123,0.0002543575,0.0007176788,0.001075493,0.001662557,0.00005282527,0.00002147463],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5854896,"threshold_uncertainty_score":0.9999002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2351081170375715,"score_gpt":0.4879883177892786,"score_spread":0.2528802007517072,"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."}}