{"id":"W2107249625","doi":"10.1634/theoncologist.2012-0384","title":"Efficacy and Safety of Busulfan-Based Conditioning Regimens for Multiple Myeloma","year":2013,"lang":"en","type":"review","venue":"The Oncologist","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Queen Elizabeth II Health Sciences Centre; Research Manitoba; Hôpital Maisonneuve-Rosemont; CancerCare Manitoba; Vancouver General Hospital; BC Cancer Agency; Princess Margaret Cancer Centre","funders":"Otsuka Canada Pharmaceutical; Otsuka Pharmaceutical","keywords":"Medicine; Melphalan; Multiple myeloma; Busulfan; Lenalidomide; Thalidomide; Bortezomib; Regimen; Oncology; Conditioning regimen; Transplantation; Internal medicine; Surgery; Hematopoietic stem cell transplantation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004429859,0.0003238828,0.00154677,0.0001174097,0.0002158471,0.00002237159,0.0001926273,0.0002501,0.0001129963],"category_scores_gemma":[0.001291706,0.0001746693,0.0003273389,0.0001582603,0.0005621293,0.00002491852,0.00007193603,0.0002952113,0.00004935093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002295158,"about_ca_system_score_gemma":0.0005445853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001232746,"about_ca_topic_score_gemma":0.00002169456,"domain_scores_codex":[0.9983039,0.0002069232,0.0005420193,0.0003444439,0.0002323841,0.0003703058],"domain_scores_gemma":[0.9948552,0.003854844,0.0004253608,0.000538514,0.000155801,0.000170251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00056668,0.000260302,0.00006294542,0.008158258,0.0005480467,0.00002460684,0.00002094665,0.000001429465,0.000008372835,0.0001240134,0.002331247,0.9878932],"study_design_scores_gemma":[0.007394303,0.001299564,0.001451539,0.00590443,0.00145572,0.00005554513,0.00002564273,0.0001579943,0.00003328707,0.00002205725,0.9820096,0.0001902414],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002662849,0.9897718,0.0001703329,0.0003703882,0.00008389918,0.007390093,0.0004696385,0.0000523631,0.001425167],"genre_scores_gemma":[0.002417884,0.9907308,0.002506061,0.00006290068,0.0001677287,0.001233632,0.001206454,0.00005794301,0.001616592],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9877029,"threshold_uncertainty_score":0.7122806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1180080432445312,"score_gpt":0.4107763555520448,"score_spread":0.2927683123075136,"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."}}