{"id":"W2017037856","doi":"10.1038/sj.bmt.1705206","title":"Sequential, cycling maintenance therapy for post transplant multiple myeloma","year":2005,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Multiple myeloma; Regimen; Neutropenia; Lenalidomide; Melphalan; Maintenance therapy; Prednisone; Surgery; Internal medicine; Transplantation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002162822,0.000236685,0.000304847,0.0001571845,0.0001760633,0.00003417395,0.00007751273,0.000111682,0.0001134034],"category_scores_gemma":[0.00002936246,0.0001969093,0.0002125055,0.0001178883,0.00005508298,0.0001987962,0.000002843077,0.0001383167,0.00006217633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009579665,"about_ca_system_score_gemma":0.000103789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001291654,"about_ca_topic_score_gemma":0.0003723427,"domain_scores_codex":[0.9983499,0.00004721646,0.0003698817,0.0003844837,0.0003447107,0.0005038082],"domain_scores_gemma":[0.9991789,0.0001699275,0.00007187352,0.0002110365,0.0001566901,0.000211589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02511652,0.000908559,0.04113488,0.0006970584,0.0004271906,0.000514238,0.001967648,0.0001601736,0.7637407,0.0002742295,0.0004310929,0.1646277],"study_design_scores_gemma":[0.06990508,0.002361509,0.3781658,0.0008591148,0.0005417499,0.001543015,0.0002138105,0.01652698,0.51541,0.0001417349,0.01339945,0.0009318145],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774159,0.0005026092,0.01616295,0.002506109,0.0001070819,0.001886933,0.000624314,0.0001534582,0.0006407049],"genre_scores_gemma":[0.9847938,0.001805296,0.009781151,0.0004900068,0.0002310009,0.0002720366,0.001918509,0.00004940505,0.0006588049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3370309,"threshold_uncertainty_score":0.8029727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966645762156557,"score_gpt":0.3020948166036607,"score_spread":0.2724283589820952,"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."}}