{"id":"W4221035698","doi":"10.1016/j.clml.2022.03.002","title":"Survival and Outcomes of Newly Diagnosed Multiple Myeloma Patients Stratified by Transplant Status 2007-2018: Retrospective Analysis from the Canadian Myeloma Research Group Database","year":2022,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Queen Elizabeth II Health Sciences Centre; Dalhousie University; University of Saskatchewan; Université de Montréal; Hôpital Maisonneuve-Rosemont; Saskatchewan Cancer Agency; CancerCare Manitoba; Ottawa Hospital; Ottawa Regional Cancer Foundation; University of Calgary; Vancouver General Hospital; Princess Margaret Cancer Centre; Saint John Regional Hospital; BC Cancer Agency; McGill University; Juravinski Cancer Centre","funders":"Janssen Pharmaceuticals","keywords":"Medicine; Multiple myeloma; Bortezomib; Lenalidomide; Cohort; Internal medicine; Retrospective cohort study; Oncology; Autologous stem-cell transplantation; Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005474269,0.0004819602,0.0007617253,0.00317389,0.001424691,0.001023588,0.001461808,0.0006158847,0.002335934],"category_scores_gemma":[0.00203345,0.0004239236,0.0009375848,0.009213936,0.0004171605,0.0006996251,0.001021601,0.0008948812,0.000339961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01097989,"about_ca_system_score_gemma":0.01401867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9232287,"about_ca_topic_score_gemma":0.9574728,"domain_scores_codex":[0.9989661,0.0000437728,0.00008374483,0.0002291087,0.0002791082,0.0003981897],"domain_scores_gemma":[0.9979791,0.00008694048,0.0006439944,0.0000918943,0.0008080461,0.0003900555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001321106,0.00001296253,0.9943069,0.00004605906,0.0001347485,0.00006526478,0.0001019991,0.0001097452,0.00006084234,0.00007196578,0.00363062,0.001326763],"study_design_scores_gemma":[0.000009037689,0.000009393096,0.9982717,0.00002964554,0.00005264978,0.00008596812,0.0002327428,0.0001256745,0.00002026663,0.00001614819,0.001137082,0.000009601084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8889653,0.002330089,0.0001029269,0.0003415104,0.0000301724,0.00004722996,0.1052159,0.0000319953,0.002934827],"genre_scores_gemma":[0.9501218,0.001307898,0.0001532181,0.0001652588,0.0000235007,0.0000465325,0.04746804,0.00001054062,0.0007033731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07677132,"threshold_uncertainty_score":0.1544468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05144154557177737,"score_gpt":0.3483073221873166,"score_spread":0.2968657766155392,"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."}}