{"id":"W2575449152","doi":"10.1182/blood.v110.11.5123.5123","title":"Age under 40 Does Not Confer Superior Prognosis in Patients with Multiple Myeloma Undergoing Upfront Autologous Stem Cell Transplant Despite High Response Rates.","year":2007,"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":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Melphalan; Multiple myeloma; Internal medicine; Surgery; Cyclophosphamide; Autologous stem-cell transplantation; Gastroenterology; Chemotherapy","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":[0.0003553306,0.0001837103,0.0002765885,0.0003695218,0.0003461109,0.0004625282,0.0001363628,0.0003915837,0.002306929],"category_scores_gemma":[0.001776205,0.0001114722,0.0003096561,0.0003858888,0.0002336806,0.00040292,0.0003137938,0.0003718776,0.0003703599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906304,"about_ca_system_score_gemma":0.0002818991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008844378,"about_ca_topic_score_gemma":0.001276457,"domain_scores_codex":[0.9997846,0.00003857973,0.0000193687,0.00004043263,0.00003823451,0.00007871391],"domain_scores_gemma":[0.9984938,0.0002396333,0.00064405,0.00005039853,0.00008130556,0.0004907798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002647781,0.00001847327,0.9968983,0.000004652512,0.00001619797,0.0004207806,0.00003073066,0.00004456211,0.0004944755,0.00001505726,0.0001080401,0.00168397],"study_design_scores_gemma":[0.00001184324,0.0003450769,0.9963297,0.00001022371,0.00003577563,0.002365204,0.0001239001,0.0002167588,0.0001372932,0.00006188788,0.0003572096,0.000005068941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991509,0.0002084859,0.00002610326,0.00006294453,0.00001276328,0.000002303349,0.00007770752,0.000002100796,0.0004566031],"genre_scores_gemma":[0.9996847,0.00006026313,0.0000181207,0.00002843495,0.00001820226,0.000001383385,0.0001118031,0.000001054611,0.00007598333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002306929,"threshold_uncertainty_score":0.00771749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557249649915182,"score_gpt":0.2493559640089827,"score_spread":0.2337834675098309,"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."}}