{"id":"W3088017015","doi":"10.1111/ctr.14099","title":"Newly diagnosed multiple myeloma patients treated with tandem auto‐allogeneic stem cell transplant have better overall survival with similar outcomes at time of relapse compared to patients who received autologous transplant only","year":2020,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Cumulative incidence; Multiple myeloma; Cohort; Internal medicine; Incidence (geometry); Surgery; Stem cell; Transplantation; Graft-versus-host disease; Oncology","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":[0.0002222004,0.0006546426,0.001635768,0.0001568337,0.0001710748,0.00002618807,0.0002618735,0.0003297633,0.000102068],"category_scores_gemma":[0.00004761702,0.0004514525,0.0003438038,0.0002784504,0.0002118413,0.0001620217,0.00001794131,0.0004402335,0.00009300113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001449168,"about_ca_system_score_gemma":0.0001784019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001955711,"about_ca_topic_score_gemma":0.0007145734,"domain_scores_codex":[0.9951656,0.0005297539,0.001393793,0.001048905,0.001135891,0.0007260587],"domain_scores_gemma":[0.9965238,0.001296864,0.0003651351,0.0004301673,0.0003541285,0.001029895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03955623,0.002039632,0.9505525,0.0003908213,0.0008192764,0.000898284,0.002593643,0.0002267012,0.000702079,6.073291e-7,0.00008829862,0.002131898],"study_design_scores_gemma":[0.05421297,0.006957666,0.9307547,0.0005076858,0.001027447,0.00001197805,0.00003117339,0.00185314,0.004116545,8.2177e-7,0.00005813471,0.0004677395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930301,0.00001822599,0.0006017856,0.0006242089,0.00006813463,0.002906307,0.002395946,0.0001547525,0.0002005946],"genre_scores_gemma":[0.9921905,0.0001955172,0.001209075,0.0008711491,0.0000428606,0.00008871138,0.005119265,0.0001012635,0.0001816196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01979783,"threshold_uncertainty_score":0.9997937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04093305427565783,"score_gpt":0.2956933861562328,"score_spread":0.254760331880575,"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."}}