{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004848606,0.0003368659,0.0009348993,0.0005115643,0.000603695,0.0003975002,0.0007055986,0.0003254607,0.003793654],"category_scores_gemma":[0.0007307251,0.00009703043,0.000542015,0.0005804971,0.0001783973,0.000445001,0.0003204556,0.001059761,0.000646984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003780514,"about_ca_system_score_gemma":0.0005219048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008616295,"about_ca_topic_score_gemma":0.002805089,"domain_scores_codex":[0.9998154,0.00003652855,0.00002050211,0.00003616383,0.00004430366,0.00004705515],"domain_scores_gemma":[0.9996899,0.00008083035,0.00005476558,0.00005166457,0.00002845691,0.00009427981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02572746,0.004324233,0.01927544,0.0005683103,0.0006110129,0.0003326702,0.0002061188,0.001247841,0.0287582,0.0005817124,0.004839296,0.9135277],"study_design_scores_gemma":[0.0325116,0.2790534,0.5030569,0.000923437,0.004487428,0.01490368,0.0004638597,0.008828033,0.04499119,0.006837698,0.1037955,0.0001472341],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736913,0.0155188,0.002498777,0.0005109207,0.0003679497,0.0002950689,0.0004339344,0.000223242,0.006459961],"genre_scores_gemma":[0.9910412,0.00267597,0.002288677,0.0005729016,0.0002466617,0.0002384921,0.0006419267,0.00002726801,0.002266871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003793654,"threshold_uncertainty_score":0.01269102,"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."}}