{"id":"W4396534346","doi":"10.1002/jha2.894","title":"Long‐term follow‐up of outcomes including progression‐free survival 2 in patients with transplant‐ineligible multiple myeloma in the real‐world practice: A multi‐institutional report from the Canadian Myeloma Research Group (CMRG) database","year":2024,"lang":"en","type":"article","venue":"eJHaem","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Memorial University of Newfoundland; Queen Elizabeth II Health Sciences Centre; Dalhousie University; Université de Montréal; University of Saskatchewan; Princess Margaret Cancer Centre; University of Calgary; Vancouver General Hospital; Juravinski Cancer Centre; McGill University; Saint John Regional Hospital; BC Cancer Agency; CancerCare Manitoba; Ottawa Hospital; Spinal Cord Injury BC; Canadian Apheresis Group; Jewish General Hospital","funders":"","keywords":"Lenalidomide; Bortezomib; Medicine; Multiple myeloma; Internal medicine; Dexamethasone; Melphalan; Oncology; Prednisone; Maintenance therapy; Progression-free survival; Cyclophosphamide; Surgery; Chemotherapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003088251,0.0003431387,0.0005122915,0.0007687298,0.0004849906,0.0001442992,0.0006282635,0.0001224202,0.00006986636],"category_scores_gemma":[0.002324804,0.0001726571,0.0001241592,0.00158866,0.0004130019,0.0004746965,0.0001995689,0.001151449,0.00002407429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000749705,"about_ca_system_score_gemma":0.001659549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3592873,"about_ca_topic_score_gemma":0.9061251,"domain_scores_codex":[0.9945621,0.0006918799,0.000694159,0.0007272193,0.002423397,0.0009011679],"domain_scores_gemma":[0.9955149,0.002503682,0.0001177163,0.001194688,0.0003134919,0.0003555205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001955252,0.0007964225,0.9752324,0.0001299099,0.0003114272,0.01346125,0.002793656,0.000003799794,0.00005248029,0.0002589425,0.0004652473,0.004539229],"study_design_scores_gemma":[0.009211554,0.0002127603,0.9868091,0.001467141,0.00008526132,0.00006236307,0.0004231795,0.0003549577,0.00009126902,0.00002874087,0.001076388,0.0001772554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894814,0.0004812614,0.00003102659,0.004281113,0.0003001014,0.002732023,0.0009624684,0.00004465193,0.001685894],"genre_scores_gemma":[0.9951475,0.00006825295,0.001369326,0.00009229843,0.0001188394,0.0003531974,0.002516972,0.0000459353,0.0002876897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5468378,"threshold_uncertainty_score":0.7040752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070076140532547,"score_gpt":0.4102582418525691,"score_spread":0.3032506277993144,"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."}}