{"id":"W3188942243","doi":"10.1016/j.clml.2021.07.028","title":"Management of Myeloma Manifestations and Complications: The Cornerstone of Supportive Care: Recommendation of the Canadian Myeloma Research Group (formerly Myeloma Canada Research Network) Consensus Guideline Consortium","year":2021,"lang":"en","type":"review","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; London Health Sciences Centre; Vancouver General Hospital; CancerCare Manitoba; Memorial University of Newfoundland; University of Manitoba; Centre hospitalier universitaire de Québec; Université de Montréal; Western University; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Guideline; Multiple myeloma; Medicine; Family medicine; Intensive care medicine; Disease; Internal medicine; Pathology","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008365914,0.0008370556,0.003343023,0.0007012377,0.001495199,0.0000884948,0.001447655,0.0008449783,0.0002336424],"category_scores_gemma":[0.002897136,0.0005765242,0.0009483884,0.003500482,0.004619808,0.0000869416,0.001224801,0.001930892,0.00002104112],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006064024,"about_ca_system_score_gemma":0.03588663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.519768,"about_ca_topic_score_gemma":0.7715588,"domain_scores_codex":[0.9834907,0.004978832,0.005423488,0.001554813,0.002559693,0.001992445],"domain_scores_gemma":[0.9807872,0.00773704,0.002039811,0.002892099,0.005368893,0.001175027],"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":[0.0002509382,0.0002543645,0.002323697,0.006651922,0.002268233,0.0005127853,0.00016652,0.000003686019,0.000001902506,0.005651086,0.03001039,0.9519045],"study_design_scores_gemma":[0.003272462,0.0008607512,0.300193,0.01373115,0.001724743,0.0006264345,0.003610684,0.0001645415,0.00001732985,0.0002823294,0.6749747,0.0005418013],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01604137,0.9408071,0.00002162286,0.005940265,0.001072868,0.0136347,0.004011052,0.00005281182,0.01841821],"genre_scores_gemma":[0.2193015,0.7688244,0.002625461,0.0002671064,0.0004512679,0.001155214,0.005787055,0.0002363314,0.001351617],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9513627,"threshold_uncertainty_score":0.9998047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1755803312582497,"score_gpt":0.460361134728241,"score_spread":0.2847808034699913,"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."}}