{"id":"W2461345736","doi":"10.1182/blood.v114.22.2872.2872","title":"Exposure to Novel Agents Increases Post Relapse Survival in Patients with High Risk Myeloma Defined by Early Relapse (&lt;12 months).","year":2009,"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":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Lenalidomide; Multiple myeloma; Thalidomide; Cohort; Internal medicine; Bortezomib; Autologous stem-cell transplantation; Oncology; Transplantation; Surgery","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":[0.0004256788,0.0001267977,0.0002836366,0.0002136878,0.0001863748,0.0003447832,0.0001831861,0.0003879406,0.002231593],"category_scores_gemma":[0.001647371,0.00008471622,0.0003052831,0.0003346229,0.0001461488,0.0002821217,0.0002411254,0.0005563219,0.0003125509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002283185,"about_ca_system_score_gemma":0.0001966313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054711,"about_ca_topic_score_gemma":0.002055507,"domain_scores_codex":[0.9997991,0.00006496763,0.00001810829,0.00003076537,0.00003750326,0.00004949538],"domain_scores_gemma":[0.9986702,0.0003218288,0.000614856,0.00004807747,0.00007611405,0.0002688893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002405966,0.0001632149,0.9735791,0.0000314868,0.00006644577,0.0002022947,0.00008968884,0.00006854479,0.001245827,0.00001433601,0.0003904749,0.02174262],"study_design_scores_gemma":[0.00003365137,0.0008164399,0.9979458,0.000006899668,0.00004183956,0.0004861526,0.00005005168,0.0001153687,0.0001522134,0.00002064041,0.0003279045,0.000002978327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984354,0.0008989119,0.00004056975,0.0001080269,0.000007389316,0.000004994391,0.00008287184,0.000006733954,0.0004150836],"genre_scores_gemma":[0.9994461,0.0001233576,0.00004690997,0.00006765388,0.00001550311,0.000003708961,0.00009407774,0.000001638704,0.0002010935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002231593,"threshold_uncertainty_score":0.007465422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009810796874228304,"score_gpt":0.2312327883882691,"score_spread":0.2214219915140408,"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."}}