{"id":"W3036230532","doi":"10.1182/bloodadvances.2020001435","title":"Coinherited genetics of multiple myeloma and its precursor, monoclonal gammopathy of undetermined significance","year":2020,"lang":"en","type":"article","venue":"Blood Advances","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Center for Advancing Translational Sciences; Cancer Council Victoria; Mayo Clinic; Medical Research Council; Canadian Institutes of Health Research; National Cancer Institute; National Institutes of Health; University of Utah; Utah State University; Huntsman Cancer Institute; Utah Department of Health; National Health and Medical Research Council","keywords":"Monoclonal gammopathy of undetermined significance; Multiple myeloma; Monoclonal gammopathy; Medicine; Monoclonal; Paraproteinemias; Genetics; Internal medicine; Biology; Immunology; Monoclonal antibody; Antibody","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008739309,0.0004671595,0.0004461065,0.001061621,0.0003702255,0.0005820564,0.0004436272,0.0005781997,0.001519959],"category_scores_gemma":[0.003088588,0.000190987,0.0004524301,0.00172577,0.0006866045,0.0002164966,0.0006707343,0.0004506501,0.0001279323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004453549,"about_ca_system_score_gemma":0.0005633844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005820735,"about_ca_topic_score_gemma":0.007064665,"domain_scores_codex":[0.9987043,0.0005124375,0.00009968676,0.0003699816,0.0002149424,0.00009866219],"domain_scores_gemma":[0.9981087,0.0006734622,0.0008085461,0.0001659747,0.0001013858,0.0001419944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004495674,0.00005285403,0.9750444,0.00006220082,0.0004338866,0.00146662,0.0002363092,0.0003851701,0.008364334,0.0009777067,0.0002649305,0.01226199],"study_design_scores_gemma":[0.00003332858,0.0001395033,0.9939267,0.00001987409,0.0002272067,0.002594856,0.00009487225,0.0007609294,0.0008627617,0.0007007393,0.0006298002,0.000009512497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967879,0.001577498,0.0007548049,0.0001607423,0.00001435962,0.000009121874,0.000243619,0.00001700282,0.0004349907],"genre_scores_gemma":[0.9979866,0.0005129841,0.0009186707,0.00004903908,0.00002615687,0.000009546598,0.0001938827,0.000004887937,0.0002982285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005820735,"threshold_uncertainty_score":0.01157367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03770032261825722,"score_gpt":0.2966116267562429,"score_spread":0.2589113041379856,"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."}}