{"id":"W2076313780","doi":"10.1002/jca.21221","title":"Plasma exchange for renal disease: Evidence and use 2011","year":2012,"lang":"en","type":"review","venue":"Journal of Clinical Apheresis","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Apheresis; Plasmapheresis; Cryoglobulinemia; Nephropathy; Disease; Internal medicine; Intensive care medicine; Gastroenterology; Immunology; Endocrinology; Diabetes mellitus; Platelet","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002393062,0.0003895336,0.002846819,0.0001541254,0.0001087777,0.00004559653,0.0005519952,0.0004895439,0.002732882],"category_scores_gemma":[0.003885807,0.0002623518,0.001833567,0.00006803486,0.000233496,0.000329618,0.0002171182,0.0005971794,0.0002236518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003407491,"about_ca_system_score_gemma":0.0004025422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006766844,"about_ca_topic_score_gemma":0.00001067731,"domain_scores_codex":[0.9947428,0.001402764,0.003003717,0.0003367684,0.0001111333,0.0004027796],"domain_scores_gemma":[0.9826238,0.01335373,0.00308384,0.0004252789,0.0002518325,0.0002614911],"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":[0.000624001,0.0003178066,0.002263987,0.009361803,0.00164633,0.00001835129,0.000008251044,4.048977e-8,8.994272e-7,0.00004580733,0.1034968,0.8822159],"study_design_scores_gemma":[0.0008708744,0.0003007217,0.002514593,0.01716317,0.007577746,0.000101554,0.000005633381,1.672666e-7,5.191538e-7,0.00004660007,0.9711558,0.0002625881],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004021695,0.9959922,0.00004522451,0.00009750827,0.002297908,0.0007645303,0.0003750476,0.00001318441,0.00001219215],"genre_scores_gemma":[0.0002770306,0.9962643,0.0003129271,0.00004803865,0.001075798,0.00005634053,0.00003558895,0.00004385669,0.001886093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8819534,"threshold_uncertainty_score":0.9999829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4163476142115423,"score_gpt":0.4755868608352897,"score_spread":0.05923924662374741,"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."}}