{"id":"W3026687938","doi":"10.2991/chi.d.200502.001","title":"Maintenance Strategies Post-Autologous Stem Cell Transplantation for Newly Diagnosed Multiple Myeloma","year":2020,"lang":"en","type":"review","venue":"Clinical Hematology International","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"National Institute for Health and Care Research","keywords":"Medicine; Multiple myeloma; Autologous stem-cell transplantation; Stem cell; Maintenance therapy; Transplantation; Intensive care medicine; Disease; Oncology; Malignancy; Chemotherapy; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002790546,0.0005334216,0.002601396,0.0002119614,0.00008995768,0.00005468528,0.0005110229,0.000815758,0.0001592491],"category_scores_gemma":[0.0007872335,0.0004074379,0.001351842,0.000135071,0.0002900002,0.0001192084,0.00007975641,0.0008242726,0.000484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543447,"about_ca_system_score_gemma":0.0009643151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001598348,"about_ca_topic_score_gemma":0.00003303529,"domain_scores_codex":[0.9960997,0.0002856109,0.00174436,0.0009492541,0.0003874426,0.0005336721],"domain_scores_gemma":[0.9930403,0.005111006,0.0006336085,0.0003624753,0.0004394477,0.0004131212],"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":[0.001651619,0.00073537,0.001146867,0.01156511,0.001371454,0.003879037,0.00006056095,5.522141e-7,8.518633e-7,0.00176275,0.002913976,0.9749119],"study_design_scores_gemma":[0.01029561,0.00150499,0.001775183,0.005252499,0.001507308,0.001705949,0.0001513298,0.0005826682,0.00001775391,0.0002364994,0.9764758,0.0004944616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006926287,0.9824371,0.0042282,0.001964542,0.002040813,0.004454656,0.002188963,0.0002309457,0.001762173],"genre_scores_gemma":[0.004821631,0.9846588,0.003416114,0.0004379189,0.0005017223,0.0009604051,0.004245154,0.00008902404,0.0008692704],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9744174,"threshold_uncertainty_score":0.9998378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09566178335813888,"score_gpt":0.4328981237115701,"score_spread":0.3372363403534312,"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."}}