{"id":"W4405040542","doi":"10.1182/blood-2024-205709","title":"Maintenance after Autologous Hematopoietic Cell Transplantation Improves Overall Survival and Progression Free Survival Regardless of Disease Stage at Transplant in Newly Diagnosed Myeloma Patients: A Global, Real-World Analysis from the Worldwide Network for Blood and Marrow Transplantation Global Study","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; McMaster University","funders":"","keywords":"Medicine; Multiple myeloma; Transplantation; Internal medicine; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003399406,0.0004189476,0.0007213095,0.0005629218,0.0003310475,0.001068634,0.0005773522,0.0004296536,0.001354476],"category_scores_gemma":[0.004040594,0.0002206779,0.002445619,0.001466121,0.0003997234,0.0007107012,0.0007088535,0.001003162,0.0001487908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005513311,"about_ca_system_score_gemma":0.0006987329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004339843,"about_ca_topic_score_gemma":0.009160581,"domain_scores_codex":[0.9988467,0.0004960875,0.0001177832,0.0002250062,0.0001871941,0.0001272478],"domain_scores_gemma":[0.9938128,0.001429191,0.003165979,0.0004848514,0.0003996823,0.0007074188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004745426,0.0001060026,0.987551,0.00008946999,0.001726503,0.00003805329,0.00005757515,0.0003761138,0.0001082218,0.00002801328,0.0006849783,0.004488745],"study_design_scores_gemma":[0.0004742592,0.0006632659,0.9958636,0.00002497518,0.001494703,0.000112616,0.00008960869,0.0005490524,0.00007748399,0.00005570981,0.0005832222,0.0000114481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952396,0.002292844,0.0001259697,0.0002364328,0.00002348345,0.00002047095,0.001709998,0.00001011585,0.0003411275],"genre_scores_gemma":[0.9974414,0.0004117756,0.00008815661,0.00009935412,0.00003589216,0.00001171677,0.001812183,0.000004402852,0.00009513231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004339843,"threshold_uncertainty_score":0.01797795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009863182357684179,"score_gpt":0.2759538217368172,"score_spread":0.266090639379133,"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."}}