{"id":"W3199545669","doi":"10.1016/j.jmoldx.2021.08.011","title":"DMG26","year":2021,"lang":"en","type":"article","venue":"Journal of Molecular Diagnostics","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Beatrice Hunter Cancer Research Institute; McMaster University; Nova Scotia Health Authority; Dalhousie University","funders":"Beatrice Hunter Cancer Research Institute","keywords":"Fluorescence in situ hybridization; Multiple myeloma; Plasma cell leukemia; Oncology; Internal medicine; Biology; Exon; Cohort; Medicine; Gene; Cancer research; Pathology; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008359673,0.0009531793,0.0005914794,0.00200446,0.001138219,0.001745799,0.001421495,0.001398853,0.3645777],"category_scores_gemma":[0.001803814,0.0003766716,0.0004486435,0.00136505,0.0004464366,0.0006359045,0.0014283,0.001710488,0.3112868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154856,"about_ca_system_score_gemma":0.001842368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002357573,"about_ca_topic_score_gemma":0.003368488,"domain_scores_codex":[0.9992037,0.00009990091,0.00003885272,0.0001840516,0.000344407,0.0001290772],"domain_scores_gemma":[0.9992313,0.00007049577,0.00004041145,0.0001479699,0.0002975323,0.0002123182],"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":[0.0005564119,0.0001825618,0.001018993,0.0005266516,0.00004092306,0.000240837,0.00007979831,0.000285884,0.05336574,0.01826179,0.7218823,0.2035581],"study_design_scores_gemma":[0.00003742682,0.00003162011,0.0003883333,0.00003659806,0.000008784724,0.0001062891,0.00001104475,0.00011781,0.007079688,0.0006870332,0.9914876,0.000007677577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01207158,0.00610718,0.01489139,0.006154199,0.005649867,0.0008807025,0.06947026,0.0111288,0.8736461],"genre_scores_gemma":[0.0309813,0.003011888,0.01305244,0.003257991,0.0005748579,0.0006690981,0.07527108,0.002449465,0.8707319],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6354223,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786387455332098,"score_gpt":0.3149990715666114,"score_spread":0.2971351970132904,"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."}}