{"id":"W3138563371","doi":"10.1182/blood.v130.suppl_1.5523.5523","title":"Early Relapse in Transplant-Eligible MM Patients Undergoing Auto-SCT Followed By Maintenance Therapy","year":2017,"lang":"en","type":"article","venue":"Blood","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research; University of Calgary","funders":"","keywords":"Medicine; Family medicine; 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":[0.0003117185,0.0001189133,0.0003040223,0.0002895918,0.000224929,0.0005100777,0.0001904068,0.0002934106,0.002963396],"category_scores_gemma":[0.0009629375,0.00006351002,0.0002754799,0.0003112193,0.0001200263,0.0002784198,0.0002420659,0.0003892139,0.0003370392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002261757,"about_ca_system_score_gemma":0.0001815397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006325069,"about_ca_topic_score_gemma":0.000760742,"domain_scores_codex":[0.999835,0.00004440143,0.00001566547,0.00003581842,0.00002601855,0.00004312022],"domain_scores_gemma":[0.9994572,0.0001508683,0.0001971396,0.00002372296,0.00003877868,0.0001322745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001349064,0.0001373094,0.9761251,0.00003951174,0.000029678,0.001254224,0.00008975092,0.0001029944,0.0008126698,0.00004723384,0.001161137,0.01885132],"study_design_scores_gemma":[0.00004594847,0.0006701494,0.9927,0.00003662349,0.0000623288,0.004205766,0.0002171347,0.0004875587,0.000427164,0.0001252467,0.00101276,0.00000929122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982303,0.0004904645,0.00007713503,0.0001339461,0.00001335712,0.0000114641,0.0002316536,0.00001133161,0.0008004368],"genre_scores_gemma":[0.999182,0.0001340751,0.0000617781,0.00006181943,0.00002407326,0.000008170961,0.0002923078,0.000002634075,0.0002330926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002963396,"threshold_uncertainty_score":0.009913564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452110110487281,"score_gpt":0.2539827828767559,"score_spread":0.2394616817718831,"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."}}