{"id":"W4224219848","doi":"10.1038/s41409-022-01659-w","title":"Success of the autologous stem cell boost after autologous graft failure in multiple myeloma and AL amyloidosis","year":2022,"lang":"en","type":"letter","venue":"Bone Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Multiple myeloma; Stem cell; Autologous stem-cell transplantation; Amyloidosis; Surgery; Pathology; Internal medicine","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":[0.0001984784,0.0004367078,0.0007359168,0.0004054019,0.0001420977,0.00003126265,0.0002099662,0.0004886233,0.0002162594],"category_scores_gemma":[0.00001420133,0.0003323761,0.0002221524,0.0003389643,0.0002088007,0.00009895514,0.00006404206,0.001428672,0.000009241615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854476,"about_ca_system_score_gemma":0.0001892234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009681812,"about_ca_topic_score_gemma":0.001185474,"domain_scores_codex":[0.9969458,0.0004171899,0.0005979636,0.0006381756,0.0008321341,0.0005687529],"domain_scores_gemma":[0.9987784,0.0003366692,0.0002414586,0.0004751174,0.00006756918,0.0001008066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006624322,0.000501427,0.8827078,0.007238264,0.0004510062,0.01882446,0.002409209,0.00002704552,0.005165907,0.000003841866,0.06716233,0.008884337],"study_design_scores_gemma":[0.008903384,0.00060398,0.9504226,0.0005604819,0.0006793234,0.001163719,0.0001308101,0.0003764066,0.00484149,0.00001685696,0.0317912,0.0005097307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9042159,0.0008126057,0.00001760955,0.09116709,0.0002067029,0.001869213,0.00140956,0.0000613212,0.0002399533],"genre_scores_gemma":[0.9772685,0.0003871229,0.0002175675,0.01864651,0.00009786462,0.0005280063,0.001599293,0.0000746181,0.00118054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07305253,"threshold_uncertainty_score":0.9999128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354871891833673,"score_gpt":0.24144987681646,"score_spread":0.2279011578981233,"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."}}