{"id":"W4310108940","doi":"10.1182/blood-2022-163661","title":"Impact of Maintenance Therapy after Salvage Autologous Stem Cell Transplantation in Relapsed Multiple Myeloma","year":2022,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Regina Qu'Appelle Health Region; Spinal Cord Injury BC; Queen Elizabeth II Health Sciences Centre; Dalhousie University; Saint John Regional Hospital; London Health Sciences Centre; McMaster University; University of Calgary; Princess Margaret Cancer Centre; Vancouver General Hospital; University of British Columbia; Hôpital Maisonneuve-Rosemont; University Health Network; CancerCare Manitoba; Ottawa Hospital; McGill University Health Centre; McGill University; Western University; University of Toronto; Terry Fox Research Institute; Jewish General Hospital","funders":"","keywords":"Medicine; Salvage therapy; Multiple myeloma; Transplantation; Oncology; Maintenance therapy; Surgery; Autologous stem-cell transplantation; Stem cell; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001581926,0.0001485246,0.0003886134,0.0004774541,0.0005459077,0.0007090869,0.0005160851,0.0002288472,0.0008003153],"category_scores_gemma":[0.002937079,0.00006495151,0.0003811543,0.0009311129,0.0003586392,0.0003968982,0.0004084239,0.000442454,0.00008587634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003781646,"about_ca_system_score_gemma":0.003571076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04006625,"about_ca_topic_score_gemma":0.06919935,"domain_scores_codex":[0.9992104,0.0001212689,0.00006180014,0.0000709888,0.0003473016,0.0001882334],"domain_scores_gemma":[0.9981136,0.0004026688,0.0008909001,0.00005957768,0.0002492602,0.0002839594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003507988,0.0001414671,0.9562494,0.0001344783,0.0001215603,0.0003510225,0.000195897,0.0003689687,0.0006469171,0.00006693398,0.0004126752,0.03780276],"study_design_scores_gemma":[0.00005742375,0.001463661,0.9960979,0.0000402182,0.0001440769,0.0007401434,0.0001516913,0.0002523517,0.0002867685,0.00004607163,0.0007133717,0.000006222821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966953,0.002197516,0.00005236969,0.0000746214,0.00000470767,0.00002192959,0.000309055,0.000003521664,0.0006410159],"genre_scores_gemma":[0.9991682,0.000327351,0.00005763416,0.00003263462,0.000009543692,0.000008464037,0.0003380382,9.234494e-7,0.00005731963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04006625,"threshold_uncertainty_score":0.07966608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649619571672345,"score_gpt":0.2770230444975046,"score_spread":0.2605268487807812,"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."}}