{"id":"W2987691693","doi":"10.1182/blood-2019-130733","title":"Salvage Autologous Stem Cell Transplant in Relapsed Myeloma Patients in the Era of Modern Treatment: Is There a Role?","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Lenalidomide; Autologous stem-cell transplantation; Multiple myeloma; Bortezomib; Internal medicine; Oncology; Salvage therapy; Surgery; 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":[0.0007965155,0.0001091961,0.0003992951,0.0002131136,0.0002146224,0.0008345481,0.0002832353,0.0003218502,0.001420302],"category_scores_gemma":[0.001229257,0.00005609139,0.000199264,0.0004669749,0.000325537,0.0006658089,0.0003928658,0.0005040935,0.0002420135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004368163,"about_ca_system_score_gemma":0.0005587243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003466615,"about_ca_topic_score_gemma":0.0009806938,"domain_scores_codex":[0.9997839,0.0000797783,0.00002198698,0.00002454299,0.00005344928,0.00003641519],"domain_scores_gemma":[0.9992765,0.0001446347,0.0003168539,0.00002633138,0.00005851651,0.0001772869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00447138,0.0003250767,0.6471961,0.0004361802,0.000122412,0.002050595,0.0004807638,0.0009719728,0.0022188,0.0007621866,0.006912597,0.3340519],"study_design_scores_gemma":[0.0007894497,0.01096297,0.9269258,0.001070519,0.0004906348,0.0119405,0.001846967,0.003723245,0.002242216,0.004328749,0.03563893,0.00003991546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610134,0.02935468,0.0005274484,0.006361515,0.0001603545,0.00004179229,0.0001936029,0.00002146119,0.002325668],"genre_scores_gemma":[0.9896154,0.008093725,0.0004589176,0.0009026805,0.0004099976,0.000018608,0.0002484594,0.000003787528,0.0002484639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001420302,"threshold_uncertainty_score":0.004751325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234015750408402,"score_gpt":0.2413912396867459,"score_spread":0.2290510821826619,"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."}}