{"id":"W4384463934","doi":"10.58931/cht.2022.1213","title":"Multiple myeloma management: What comes after lenalidomide-based therapy?","year":2022,"lang":"en","type":"article","venue":"Canadian Hematology Today","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Lenalidomide; Multiple myeloma; Medicine; Monoclonal antibody; Quality of life (healthcare); Oncology; Internal medicine; Pharmacology; Antibody; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.007008696,0.0008116574,0.003490864,0.001492265,0.002269796,0.006180427,0.002228139,0.00606173,0.005611465],"category_scores_gemma":[0.01707028,0.0003773464,0.001647531,0.00150223,0.003434462,0.009023856,0.002179717,0.01319016,0.002055189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003604149,"about_ca_system_score_gemma":0.005595436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008181036,"about_ca_topic_score_gemma":0.02899519,"domain_scores_codex":[0.9967944,0.0009923737,0.000483411,0.0003256241,0.001033885,0.0003703363],"domain_scores_gemma":[0.9875618,0.00528968,0.0009534882,0.0002275449,0.003872754,0.002094704],"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":[0.0006808743,0.0002497488,0.004378467,0.004057184,0.0003135252,0.001427965,0.000530596,0.0004868589,0.0003597187,0.007143158,0.2300005,0.7503714],"study_design_scores_gemma":[0.0003431095,0.0009306443,0.01510518,0.03921224,0.0008216519,0.007586634,0.007058486,0.0009739471,0.0004014449,0.04099032,0.8863109,0.0002653892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001421649,0.7696528,0.0005041961,0.2173044,0.007354976,0.00002201247,0.00009503523,0.00004940497,0.003595514],"genre_scores_gemma":[0.02294503,0.8155484,0.001938779,0.1023808,0.05478644,0.00005773062,0.0002518876,0.00005871815,0.00203232],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008181036,"threshold_uncertainty_score":0.03706598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060857983614805,"score_gpt":0.2658410217929562,"score_spread":0.2452324419568082,"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."}}