{"id":"W2725206342","doi":"10.1182/blood.v128.22.3457.3457","title":"Single Centre Experience in Treating Newly Diagnosed t(4;14) Multiple Myeloma with and without Planned Front-Line Autologous Stem Cell Transplant","year":2016,"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","funders":"","keywords":"Medicine; Multiple myeloma; Bortezomib; Internal medicine; Lenalidomide; Surgery; Dexamethasone; Autologous stem-cell transplantation; Cyclophosphamide; Maintenance therapy; Median follow-up; Prednisone; Oncology; Chemotherapy","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":[0.0007974409,0.0003837814,0.0005796404,0.0003038957,0.000490361,0.0005802935,0.00058969,0.0004729958,0.002489302],"category_scores_gemma":[0.001349207,0.0002205132,0.0006811435,0.0004257456,0.0003963099,0.0002821234,0.0006748443,0.0004317786,0.0004959445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008525423,"about_ca_system_score_gemma":0.000540909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001581987,"about_ca_topic_score_gemma":0.002466965,"domain_scores_codex":[0.9995245,0.0001779206,0.00005055685,0.0001081079,0.00006411479,0.0000749289],"domain_scores_gemma":[0.9989146,0.0002708328,0.0002673922,0.00007203726,0.00007524871,0.0003999905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03141823,0.01454643,0.7609288,0.0007203812,0.0009531121,0.02023837,0.00340822,0.00593429,0.02706682,0.0004274916,0.001823982,0.132534],"study_design_scores_gemma":[0.006349543,0.08483102,0.8348244,0.00008659772,0.000696719,0.05000765,0.001400275,0.004829897,0.01054834,0.0002693602,0.006039756,0.0001164035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998491,0.0004805441,0.0003298093,0.00002376546,0.00001006068,0.00007916344,0.00007775112,0.000007651516,0.000500168],"genre_scores_gemma":[0.9979614,0.0004183649,0.0006668453,0.00006184733,0.00004716553,0.00007393993,0.0003529052,0.000008133909,0.0004095322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002489302,"threshold_uncertainty_score":0.008327544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0236939429228463,"score_gpt":0.2597571939518852,"score_spread":0.2360632510290389,"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."}}