{"id":"W2591005764","doi":"10.1182/blood.v106.11.5086.5086","title":"Prognostic Relevance of CD56 Expression in Patients with Multiple Myeloma Treated with High-Dose Melphalan-Based Chemotherapy and Autologous Stem Cell Transplant.","year":2005,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Melphalan; Medicine; Multiple myeloma; Internal medicine; Chemotherapy; Gastroenterology; Bone marrow; Autologous stem-cell transplantation; Surgery; Oncology","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":[0.0002539052,0.0001754193,0.0002363838,0.0004133928,0.0003216039,0.0003374937,0.0001796254,0.0003920358,0.001170649],"category_scores_gemma":[0.00155398,0.000124232,0.0001962743,0.0004702884,0.0002995252,0.0003440831,0.0002064052,0.0003432123,0.0001792569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639571,"about_ca_system_score_gemma":0.0001684384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007262421,"about_ca_topic_score_gemma":0.0009172689,"domain_scores_codex":[0.9998316,0.00004982358,0.000021339,0.00002700238,0.00003185557,0.00003841555],"domain_scores_gemma":[0.9989342,0.0002730607,0.000453904,0.00003350499,0.00006629075,0.0002389837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003167324,0.00001424806,0.9970915,0.000007804269,0.00001938812,0.0005255402,0.0000201189,0.00005986489,0.0007110531,0.000009667804,0.00008460994,0.001139395],"study_design_scores_gemma":[0.00001570867,0.0001735744,0.9951602,0.000005963419,0.00003463032,0.003646864,0.00006928849,0.0002693654,0.000338996,0.00002575425,0.0002557953,0.000003903077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990686,0.0005100927,0.00004285407,0.00004041077,0.000007559678,0.00000228653,0.00006062303,0.000002397214,0.0002652652],"genre_scores_gemma":[0.9997543,0.00006129374,0.00002353131,0.00001257885,0.000009844715,0.000001865961,0.00007776965,5.719747e-7,0.00005822816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001170649,"threshold_uncertainty_score":0.003916144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007597153488797441,"score_gpt":0.2211433870116642,"score_spread":0.2135462335228667,"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."}}