{"id":"W4389247812","doi":"10.1182/blood-2023-181468","title":"Genetic Variations in Multiple Myeloma with Extramedullary Disease","year":2023,"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":"Vancouver General Hospital; BC Cancer Agency","funders":"","keywords":"Multiple myeloma; Medicine; Pathology; Exome sequencing; Equidae; Internal medicine; Biology; Gene; Genetics; Mutation","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":[0.0001713036,0.0003508803,0.0002870801,0.0010398,0.000439182,0.0002947398,0.0002131658,0.0004089563,0.00252038],"category_scores_gemma":[0.0007723233,0.0001064304,0.0002781959,0.001343378,0.0001995388,0.000142083,0.000383948,0.0002399173,0.0002007268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003193046,"about_ca_system_score_gemma":0.0001169071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001532977,"about_ca_topic_score_gemma":0.00184501,"domain_scores_codex":[0.9997798,0.00002750849,0.00003179231,0.00007620603,0.00005434204,0.00003033736],"domain_scores_gemma":[0.999679,0.00007979686,0.0001435047,0.00001877245,0.00003193575,0.00004702079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007411574,0.00005151059,0.9045151,0.0001243662,0.0002323867,0.0297454,0.0003035866,0.0006976281,0.03978606,0.0003339801,0.000535275,0.02293351],"study_design_scores_gemma":[0.00002657112,0.0001316409,0.9481317,0.00003017076,0.0001716998,0.04208545,0.0001245827,0.0006059769,0.005161686,0.0003601601,0.003156365,0.00001401616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969319,0.0007828951,0.0004174545,0.00007377601,0.00001095226,0.00001964277,0.0005807591,0.00002131345,0.001161342],"genre_scores_gemma":[0.9989931,0.0001790977,0.0003241973,0.00003754611,0.0000119345,0.000006195879,0.0002367634,0.000003997785,0.0002071875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00252038,"threshold_uncertainty_score":0.008431494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254832489480409,"score_gpt":0.2789775667418762,"score_spread":0.2534943177938354,"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."}}