{"id":"W4403667780","doi":"10.1016/j.clml.2024.10.012","title":"First Line Treatment of Newly Diagnosed Transplant Eligible Multiple Myeloma Recommendations From a Canadian Consensus Guideline Consortium","year":2024,"lang":"en","type":"review","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Manitoba; Juravinski Cancer Centre; McMaster University; Saskatchewan Science Centre; London Health Sciences Centre; Université de Montréal; Western University; GLS Industries (Canada); Hôpital Maisonneuve-Rosemont; Ottawa Hospital; Saskatchewan Cancer Agency; Windsor Regional Hospital; CancerCare Manitoba; Centre hospitalier universitaire de Québec; Memorial University of Newfoundland","funders":"Hamilton Health Sciences; Celgene; Leukemia and Lymphoma Society; Sanofi; Amgen; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; Guideline; Multiple myeloma; Family medicine; Intensive care medicine; Internal medicine; Oncology; 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":[0.004371596,0.0008578239,0.001626603,0.003842942,0.0008843615,0.001557708,0.004108671,0.002811884,0.006424087],"category_scores_gemma":[0.008569545,0.0003593524,0.002550802,0.004154283,0.000577527,0.001007223,0.0009778995,0.003110938,0.002723648],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01004803,"about_ca_system_score_gemma":0.03881454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2315897,"about_ca_topic_score_gemma":0.3638189,"domain_scores_codex":[0.99691,0.0006211696,0.0006657576,0.0001595391,0.001432742,0.000210761],"domain_scores_gemma":[0.9941408,0.0006236764,0.0005284528,0.00007551692,0.004306442,0.0003251462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007651869,0.00007224263,0.0005416971,0.01928528,0.0001761175,0.0001794053,0.0001562041,0.0004889909,0.000461132,0.004363679,0.5859355,0.3882632],"study_design_scores_gemma":[0.000117463,0.00003040588,0.001778872,0.03151916,0.0003956923,0.0002674063,0.00007911379,0.0001433728,0.0001910016,0.001196992,0.9642498,0.00003064816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001035806,0.8420517,0.003824282,0.07234203,0.005852027,0.002557995,0.008561481,0.0002385083,0.06353616],"genre_scores_gemma":[0.007235959,0.9017178,0.02106845,0.03846787,0.000992012,0.00186745,0.01217431,0.00007230698,0.01640381],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.989952,"threshold_uncertainty_score":0.4604834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034878641604213,"score_gpt":0.4094922094757455,"score_spread":0.3060043453153243,"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."}}