{"id":"W4319073050","doi":"10.1016/j.clml.2023.01.016","title":"First Line Treatment of Newly Diagnosed Transplant Ineligible Multiple Myeloma: Recommendations from the Canadian Myeloma Research Group Consensus Guideline Consortium","year":2023,"lang":"en","type":"review","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; McMaster University; Juravinski Cancer Centre; University of Saskatchewan; Université de Montréal; Memorial University of Newfoundland; CancerCare Manitoba; Centre hospitalier universitaire de Québec; University of Manitoba; Western University; Hôpital Maisonneuve-Rosemont","funders":"Hamilton Health Sciences Foundation; Dalhousie University; Hamilton Health Sciences; Sierra Oncology; GlaxoSmithKline","keywords":"Medicine; Multiple myeloma; Guideline; Oncology; Internal medicine; Family medicine; Intensive care medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004307722,0.001177014,0.003710805,0.003440505,0.000706131,0.0019,0.0038699,0.002812998,0.003890466],"category_scores_gemma":[0.007363155,0.0005659164,0.005101461,0.00354251,0.0005669805,0.001223608,0.0008835269,0.004588429,0.001117318],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007143046,"about_ca_system_score_gemma":0.0227455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1035314,"about_ca_topic_score_gemma":0.2138768,"domain_scores_codex":[0.9980326,0.0004578925,0.0005943918,0.0001721455,0.0005904511,0.0001525116],"domain_scores_gemma":[0.9966929,0.0009970203,0.0006780128,0.00004136177,0.001383918,0.0002067519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005613177,0.000142959,0.001120294,0.1064662,0.002226022,0.0001587987,0.0001544149,0.001103428,0.0005852382,0.003412644,0.3280555,0.5560132],"study_design_scores_gemma":[0.001541204,0.0001795989,0.006426319,0.2304054,0.009445663,0.0004374652,0.0001922362,0.0004947562,0.0004363077,0.002804238,0.7475325,0.0001042631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002420278,0.9839474,0.0005839652,0.009948798,0.001287777,0.0002194119,0.001382763,0.00003917651,0.002348679],"genre_scores_gemma":[0.002581808,0.9807781,0.003868389,0.009184211,0.0003867665,0.0003501957,0.001667809,0.00001510431,0.001167604],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.992857,"threshold_uncertainty_score":0.2058576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2447819399096567,"score_gpt":0.4566497579962298,"score_spread":0.2118678180865731,"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."}}