{"id":"W2314865208","doi":"10.5414/cn107064","title":"Plasmapheresis in myeloma cast nephropathy","year":2012,"lang":"en","type":"article","venue":"Clinical Nephrology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Plasmapheresis; Medicine; Nephropathy; Multiple myeloma; Chemotherapy; Dexamethasone; Urology; Clinical trial; Intensive care medicine; Internal medicine; Surgery; Endocrinology; Immunology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006984385,0.0001699823,0.0005533487,0.0001386578,0.00004513785,0.000006419714,0.0001133543,0.0003254442,0.001216673],"category_scores_gemma":[0.0008644378,0.0001349004,0.0001808774,0.0002268269,0.0003144977,0.00009355398,0.0001107737,0.000525714,0.001848394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006170358,"about_ca_system_score_gemma":0.0001041745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007987473,"about_ca_topic_score_gemma":0.0001402246,"domain_scores_codex":[0.9977102,0.0003268874,0.0005951932,0.0003211639,0.0001986951,0.000847903],"domain_scores_gemma":[0.9980163,0.0008112345,0.00006942462,0.000411128,0.0000474808,0.0006444367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001427791,0.001264431,0.9448297,0.00001709595,0.0001007465,0.0004572563,0.00006325827,3.420818e-7,0.0003398616,0.000226737,0.004876502,0.04639625],"study_design_scores_gemma":[0.004885864,0.0006755732,0.933259,0.00001416217,0.00004155476,0.0001806801,0.00003962698,0.000122691,0.00007733881,0.00008447432,0.06051915,0.00009993926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907683,0.0005424028,0.00002163065,0.002227063,0.0003331887,0.0003969122,0.000007160115,0.00005167399,0.005651684],"genre_scores_gemma":[0.9929475,0.00018011,0.00137232,0.004021514,0.0007269752,0.00004841445,0.00002807369,0.00002519351,0.0006499608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05564265,"threshold_uncertainty_score":0.9996964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08057494572286476,"score_gpt":0.405873453508963,"score_spread":0.3252985077860983,"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."}}