{"id":"W4407094971","doi":"10.14740/jh1380","title":"Allogeneic Stem Cell Transplantation for High/Ultra High-Risk Multiple Myeloma","year":2025,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Multiple myeloma; Medicine; Stem cell; Transplantation; Oncology; Immunology; Internal medicine; Biology; Genetics","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":[0.0001291994,0.0001225821,0.0002389036,0.0001870205,0.0002891135,0.0002489684,0.0001447421,0.000111165,0.001688665],"category_scores_gemma":[0.0001640269,0.00003925227,0.0001984147,0.0001983712,0.0001544447,0.0001330057,0.0002503865,0.0004443048,0.0002382074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001662073,"about_ca_system_score_gemma":0.0002314475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001889931,"about_ca_topic_score_gemma":0.0005012086,"domain_scores_codex":[0.9999602,0.000007235725,0.000003144091,0.000004704458,0.000009152512,0.00001565515],"domain_scores_gemma":[0.9999467,0.000007126038,0.000009214341,0.000006372255,0.000003059889,0.00002755084],"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":[0.01317639,0.002740624,0.08330417,0.0004682574,0.0004367574,0.01482539,0.0002451763,0.002556095,0.05245058,0.00502221,0.01071948,0.8140549],"study_design_scores_gemma":[0.004573261,0.03557808,0.6265029,0.00042392,0.00134428,0.1332807,0.0007428344,0.01366309,0.05321748,0.01574928,0.1148581,0.00006618349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774216,0.01002181,0.002829208,0.0006207539,0.0003404399,0.0000907082,0.0001659507,0.0000844065,0.00842508],"genre_scores_gemma":[0.9972012,0.001279913,0.0004429953,0.0001882326,0.0001492255,0.00001352043,0.000134893,0.000005294435,0.000584773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001688665,"threshold_uncertainty_score":0.005649149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658550299123056,"score_gpt":0.2956754711297462,"score_spread":0.2790899681385156,"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."}}