{"id":"W4403464661","doi":"10.1016/j.jtct.2024.10.008","title":"A Pilot Study of UM171-Expanded Cord Blood Grafts for Tandem Auto/Allogeneic Hematopoietic Cell Transplant in High and Ultra-High-Risk Myeloma Patients","year":2024,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Multiple myeloma; Cord blood; Transplantation; Internal medicine; CD34; Hematopoietic stem cell transplantation; Gastroenterology; Oncology; Surgery; Immunology; Stem cell; 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":[0.0007076015,0.0004860413,0.0006745941,0.0001956943,0.0005252718,0.0004678493,0.000358164,0.0003717827,0.001537866],"category_scores_gemma":[0.0005165787,0.0001489634,0.000733668,0.0002490366,0.0004317451,0.0003029564,0.0003152499,0.0007053747,0.0002607579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004804385,"about_ca_system_score_gemma":0.0006016487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00070099,"about_ca_topic_score_gemma":0.0005618254,"domain_scores_codex":[0.9997993,0.00007025938,0.00001564956,0.00005130334,0.00002145159,0.00004209113],"domain_scores_gemma":[0.9995827,0.00005631458,0.00004254307,0.00004209513,0.00002084363,0.0002554837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2824874,0.1643434,0.1500505,0.001083869,0.001340295,0.00933795,0.002339214,0.003338124,0.1486743,0.0007200765,0.00129445,0.2349904],"study_design_scores_gemma":[0.0131493,0.8566642,0.1137793,0.00004070941,0.0004958235,0.003100653,0.0003197373,0.001411232,0.009146805,0.0001423745,0.001713482,0.00003640756],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993386,0.0002274218,0.0001099592,0.00001458979,0.00001084701,0.000139298,0.00002116833,0.000004988545,0.0001331117],"genre_scores_gemma":[0.9988226,0.0003086732,0.0003034507,0.00007973847,0.0000395876,0.0001258797,0.0001271834,0.000003221997,0.0001896347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001537866,"threshold_uncertainty_score":0.005144656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130469482427698,"score_gpt":0.2703610820459259,"score_spread":0.2490563872216489,"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."}}