{"id":"W2589761919","doi":"10.1182/blood.v116.21.4597.4597","title":"High Dose Melphalan and Autologous Stem Cell Transplantation In Light Chain and Light and Heavy Chain Deposition Disease: Hematologic and Renal Outcomes.","year":2010,"lang":"en","type":"article","venue":"Blood","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Melphalan; Autologous stem-cell transplantation; Multiple myeloma; AL amyloidosis; Transplantation; Internal medicine; Hematopoietic stem cell transplantation; Bone marrow; Plasma cell dyscrasia; Creatinine; Gastroenterology; Surgery; Urology; Immunoglobulin light chain; Immunology; Antibody","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070649,0.0001410643,0.0003111745,0.000516122,0.0003030046,0.0004550799,0.000241196,0.0003213633,0.001236082],"category_scores_gemma":[0.001065307,0.0001240332,0.0003801291,0.0006986873,0.0001978672,0.0003040037,0.000391213,0.0005703222,0.0001937962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004398725,"about_ca_system_score_gemma":0.0004338364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004860941,"about_ca_topic_score_gemma":0.0006585725,"domain_scores_codex":[0.9996932,0.00009940478,0.00003793552,0.00005114509,0.00006590386,0.00005251944],"domain_scores_gemma":[0.998923,0.0002655069,0.0004429813,0.00004169335,0.00005684888,0.0002700048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003158899,0.0007452006,0.9702442,0.00009971467,0.0002177626,0.002533204,0.00008808925,0.000183452,0.0009744154,0.00007613542,0.0005469901,0.02113186],"study_design_scores_gemma":[0.0003804099,0.004861984,0.9810152,0.00007005184,0.000289968,0.00995957,0.0001991357,0.0008494776,0.000862801,0.0001660099,0.001332626,0.00001276729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973758,0.001633217,0.000104042,0.0001188033,0.0000152795,0.00002937446,0.000186886,0.00000450486,0.0005319593],"genre_scores_gemma":[0.9990237,0.0003527738,0.00009722619,0.00007767924,0.00004703543,0.00001197808,0.0002826177,0.000001317268,0.0001057004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001236082,"threshold_uncertainty_score":0.004135132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004448358118912616,"score_gpt":0.2139923618194486,"score_spread":0.209544003700536,"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."}}