{"id":"W4408660209","doi":"10.3390/curroncol32030182","title":"Extramedullary Multiple Myeloma: Challenges and Opportunities","year":2025,"lang":"en","type":"review","venue":"Current Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Human Genome Research Institute; National Institutes of Health","keywords":"Multiple myeloma; Medicine; Bone marrow; Population; Cancer research; Pathology; Bioinformatics; Immunology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001000291,0.0004945292,0.001301611,0.001731483,0.0002885817,0.001404996,0.0006486578,0.001251025,0.004480761],"category_scores_gemma":[0.001429296,0.000233881,0.0005947211,0.001709297,0.0004389104,0.001960748,0.0007808286,0.001973447,0.001872847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005692507,"about_ca_system_score_gemma":0.001967318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009792714,"about_ca_topic_score_gemma":0.002276486,"domain_scores_codex":[0.9997478,0.0000627385,0.00004586617,0.00003493423,0.00008482005,0.00002373085],"domain_scores_gemma":[0.9991822,0.0004407174,0.00009230406,0.00002023483,0.0002029848,0.00006159269],"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":[0.00007760234,0.00005462257,0.0001658718,0.02764593,0.00009792713,0.0002468463,0.0001127674,0.0002858344,0.0009052371,0.005599893,0.04414467,0.9206628],"study_design_scores_gemma":[0.00001353628,0.00006792397,0.0003611654,0.006958131,0.0001110102,0.001237095,0.0001043978,0.00005762807,0.0001594983,0.002510997,0.988404,0.00001453215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007995843,0.9976208,0.0001043045,0.00112561,0.0003055602,0.000003083256,0.00001454175,0.000006856542,0.0007394043],"genre_scores_gemma":[0.0004233626,0.9982211,0.000155998,0.0005123953,0.0003721702,0.000003935957,0.00002082546,0.000001700874,0.0002885846],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004480761,"threshold_uncertainty_score":0.01498961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4624507365339048,"score_gpt":0.4951778353669006,"score_spread":0.03272709883299585,"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."}}