{"id":"W2979307590","doi":"10.1182/blood.v128.22.2263.2263","title":"Immunoglobulin Recovery after ASCT for Patients with Multiple Myeloma: Impact on Overall Survival and Progression-Free Survival","year":2016,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research; University of Calgary","funders":"","keywords":"Medicine; Multiple myeloma; Bortezomib; Internal medicine; Progression-free survival; Lenalidomide; Oncology; Urology; Gastroenterology; Surgery; Chemotherapy","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":[0.0005820417,0.0001979693,0.0004470961,0.0003284061,0.0001749541,0.0004272629,0.0001669816,0.0002761942,0.0009896188],"category_scores_gemma":[0.001082743,0.0000400575,0.000595748,0.0003327362,0.0001578099,0.0003330828,0.0002672819,0.000486766,0.0001363639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002860943,"about_ca_system_score_gemma":0.0002261302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000343821,"about_ca_topic_score_gemma":0.0004897565,"domain_scores_codex":[0.9998042,0.00005220273,0.00001764082,0.00003299816,0.00004336049,0.00004964894],"domain_scores_gemma":[0.9991589,0.0002198915,0.0002985361,0.0000252452,0.00004939006,0.0002481195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01033413,0.0005244957,0.923408,0.0000954507,0.0003661409,0.0006005919,0.00008726955,0.0008463927,0.002527531,0.0000380003,0.0005435918,0.06062834],"study_design_scores_gemma":[0.000109536,0.005826361,0.9906122,0.00002648426,0.0002491581,0.0009154637,0.0000636977,0.0009066147,0.0006055516,0.00007358683,0.000602444,0.000008938852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974165,0.001898255,0.00008418036,0.00009588528,0.00001407862,0.000006273207,0.0001056258,0.000008411186,0.000370843],"genre_scores_gemma":[0.9994484,0.0001950875,0.00003426033,0.000025698,0.00002451702,0.000003651449,0.0001631692,8.890055e-7,0.0001043186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009896188,"threshold_uncertainty_score":0.003310621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207687989701432,"score_gpt":0.2806665186982146,"score_spread":0.2685896388012002,"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."}}