{"id":"W4403159483","doi":"10.1038/s41409-024-02428-7","title":"Transplant in myeloma: individualized approaches needed depending on context, access and biology","year":2024,"lang":"en","type":"review","venue":"Bone Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Context (archaeology); Multiple myeloma; MEDLINE; Hematopoietic cell; Intensive care medicine; Immunology; Oncology; Computational biology; Stem cell; Haematopoiesis; Genetics; Biology","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":[0.001328947,0.0006928906,0.002042156,0.001249168,0.0003178846,0.001803615,0.000846548,0.001403683,0.004003712],"category_scores_gemma":[0.001724554,0.0002143759,0.0007044097,0.001526594,0.0005640601,0.001807479,0.0008860273,0.003485701,0.001252242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008951473,"about_ca_system_score_gemma":0.002085185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290028,"about_ca_topic_score_gemma":0.004018779,"domain_scores_codex":[0.9996783,0.00009340543,0.00004775184,0.00005048258,0.00009637576,0.00003369799],"domain_scores_gemma":[0.9990978,0.0005806164,0.00008431196,0.00001891702,0.0001674475,0.00005085732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000107225,0.00006259585,0.0001953213,0.01828782,0.0002107511,0.0001054158,0.00004684096,0.000463041,0.0006250747,0.005294451,0.05068665,0.9239148],"study_design_scores_gemma":[0.00006483639,0.0001134246,0.0007896096,0.0148085,0.0004375364,0.0006607503,0.0001014139,0.0001631173,0.0001565047,0.005690963,0.9769822,0.00003111492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003267573,0.9983882,0.00009026171,0.0008408288,0.0002504144,0.000002136463,0.00001065841,0.000005092747,0.0003796692],"genre_scores_gemma":[0.0004279907,0.9979019,0.0002451742,0.0008101398,0.0004000917,0.000004616526,0.00001920523,0.000001449306,0.0001894703],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004003712,"threshold_uncertainty_score":0.0133937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2231139613264283,"score_gpt":0.4140143833311895,"score_spread":0.1909004220047612,"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."}}