{"id":"W4414026254","doi":"10.1111/hdi.70026","title":"Recent Progress in Double Filtration Plasmapheresis","year":2025,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plasmapheresis; Filtration (mathematics); Extracorporeal; Medicine; Ultrafiltration (renal); Hemodialysis; Refractory (planetary science); Intensive care medicine; Albumin; Surgery; Chemistry; Chromatography; Internal medicine; Immunology; Antibody; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002521435,0.0003288613,0.001049328,0.0007408602,0.00006108495,0.00005391665,0.0006714817,0.0003283433,0.007408636],"category_scores_gemma":[0.00008705464,0.0003013718,0.0004526984,0.0004360887,0.00006612392,0.00008125198,0.0001948316,0.0002599369,0.0009107961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000390162,"about_ca_system_score_gemma":0.0003714052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001569457,"about_ca_topic_score_gemma":0.0001304635,"domain_scores_codex":[0.997876,0.0003105401,0.0009266912,0.0005276807,0.0001061565,0.0002529272],"domain_scores_gemma":[0.9988263,0.0002581623,0.0003965331,0.0003763447,0.0001259717,0.00001664424],"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":[0.00005191165,0.0002264519,0.0005988176,0.001774891,0.0008896704,0.000006391073,0.00002409591,0.000002557504,8.92281e-7,0.000965266,0.01991289,0.9755462],"study_design_scores_gemma":[0.0008019957,0.000008853094,0.00004781128,0.005146573,0.0004456983,0.000009286172,0.00001053285,0.000002820722,0.00001811431,0.00003026584,0.9932451,0.0002329001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002543228,0.988292,0.00001387559,0.0001027877,0.002281849,0.000790581,0.0003104439,0.00006048633,0.008122526],"genre_scores_gemma":[0.0001557763,0.9858712,0.0000459492,0.00002305848,0.00009694356,0.000894088,0.00578054,0.00001855631,0.007113901],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9753132,"threshold_uncertainty_score":0.9999439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04441385119390239,"score_gpt":0.3470615066237085,"score_spread":0.3026476554298062,"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."}}