{"id":"W4410452393","doi":"10.1016/j.jtct.2025.05.008","title":"Outcomes of Multiple Myeloma Patients With Prior Solid Tumors Undergoing Autologous Transplantation","year":2025,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"National Cancer Institute; Dr. Miriam and Sheldon G. Adelson Medical Research Foundation; Paula and Rodger Riney Foundation; American Honda Motor; University of Texas MD Anderson Cancer Center; Leukemia and Lymphoma Society","keywords":"Multiple myeloma; Medicine; Autologous stem-cell transplantation; Transplantation; Oncology; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003040844,0.000183013,0.0003429464,0.0004486933,0.0005104934,0.0008862333,0.0002770086,0.0003874276,0.002557222],"category_scores_gemma":[0.001750414,0.0001033372,0.000709764,0.0007892633,0.0002520927,0.0005545758,0.0006708701,0.0007709276,0.0002555784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000615123,"about_ca_system_score_gemma":0.0004799773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003130531,"about_ca_topic_score_gemma":0.004573389,"domain_scores_codex":[0.9996316,0.00005389126,0.0000354429,0.00005184427,0.00007521961,0.0001520715],"domain_scores_gemma":[0.9987375,0.0001427542,0.0006130501,0.00004031759,0.0001043636,0.000361969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00067148,0.000113207,0.9934244,0.00002081584,0.0001240672,0.0003462956,0.00008901898,0.0001884365,0.0002226669,0.00008621164,0.0003549029,0.004358388],"study_design_scores_gemma":[0.00001996202,0.0003748115,0.9975007,0.00001466876,0.0000978934,0.0007934226,0.0003291248,0.0002228646,0.00007617631,0.0001207475,0.000440877,0.000008607209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971611,0.0006008032,0.00005306023,0.0001618148,0.00002262207,0.000006807258,0.0004361803,0.000003036177,0.001554561],"genre_scores_gemma":[0.998901,0.0002025704,0.00001376673,0.00004855179,0.00003393594,0.000004155804,0.0005530427,0.000001165718,0.0002417042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003130531,"threshold_uncertainty_score":0.008554757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285890529037351,"score_gpt":0.2736077193372093,"score_spread":0.2607488140468358,"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."}}