{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004556022,0.0003922887,0.0008955828,0.001244948,0.0001793962,0.0006545933,0.0005704758,0.00064858,0.003315552],"category_scores_gemma":[0.0006122499,0.0001298712,0.0005922977,0.0008772233,0.0001894036,0.0007030003,0.0004052627,0.001095807,0.001208031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003114818,"about_ca_system_score_gemma":0.0006034712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006010477,"about_ca_topic_score_gemma":0.001391101,"domain_scores_codex":[0.9998416,0.00003575661,0.0000288792,0.00002216438,0.0000575827,0.00001410846],"domain_scores_gemma":[0.9997959,0.0001071326,0.00004117476,0.00000517506,0.00003861263,0.00001208283],"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":[0.0001251494,0.00006987579,0.0001346548,0.02521303,0.00015379,0.0001540566,0.00005235752,0.0002039726,0.001603403,0.001456588,0.01109823,0.9597348],"study_design_scores_gemma":[0.00005641726,0.0003309656,0.001467487,0.0104631,0.0004497897,0.002087903,0.00007126139,0.0001037223,0.001085207,0.001316617,0.9825497,0.00001787191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002162551,0.9987961,0.00007689363,0.0001248645,0.0000858565,0.000006975868,0.00001644684,0.000004874266,0.0006715829],"genre_scores_gemma":[0.001417477,0.9977107,0.0001818657,0.0001709875,0.00007879003,0.000009670746,0.00004038499,0.000001360135,0.0003888207],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003315552,"threshold_uncertainty_score":0.01109159,"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."}}