{"id":"W2587495422","doi":"10.1182/blood.v126.23.3176.3176","title":"Newly Diagnosed Myeloma (MM) Patients (Pts) with High-Risk (HR) Cytogenetics By FISH: Is There a Role for Tandem Autologous Stem Cell Transplantation (ASCT)?","year":2015,"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; University of Toronto","funders":"","keywords":"Medicine; Autologous stem-cell transplantation; Multiple myeloma; Internal medicine; Bortezomib; Oncology; Transplantation; Median follow-up; Regimen; Surgery; 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":[0.0004748013,0.0001156949,0.0002615222,0.0006523249,0.0001842864,0.0004862603,0.0002441907,0.0002770046,0.002172436],"category_scores_gemma":[0.001085461,0.0001127408,0.0001256031,0.000811197,0.0003487728,0.0004087005,0.0002677492,0.0002242378,0.000357983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002937834,"about_ca_system_score_gemma":0.0002871857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167352,"about_ca_topic_score_gemma":0.002752141,"domain_scores_codex":[0.9998041,0.00004353721,0.00003972472,0.0000449087,0.00004861988,0.00001914608],"domain_scores_gemma":[0.9990206,0.0002537384,0.0004849561,0.00003135737,0.00009682024,0.0001125393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000263658,0.00001628006,0.9834047,0.0000676851,0.00001691092,0.000776258,0.00007988353,0.00007649973,0.002078367,0.00003055051,0.0003461044,0.0128432],"study_design_scores_gemma":[0.0000239742,0.0003734805,0.9862352,0.00009163975,0.00005362189,0.0087611,0.0005739813,0.0005525028,0.001626466,0.00009223016,0.001608003,0.000007837807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971793,0.001332511,0.0001972485,0.0002603743,0.00000741289,0.00002165776,0.0002823174,0.000009840518,0.0007094142],"genre_scores_gemma":[0.9981725,0.0008755869,0.0004217945,0.000111597,0.00001933234,0.000008438444,0.0002310262,0.000002300658,0.0001574693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002172436,"threshold_uncertainty_score":0.007267535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698268058370789,"score_gpt":0.2471860257545052,"score_spread":0.2302033451707973,"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."}}