{"id":"W4403622172","doi":"10.58931/cht.2023.2340","title":"Monoclonal gammopathy of clinical and undetermined significance","year":2023,"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":"Ottawa Hospital","funders":"","keywords":"Monoclonal gammopathy of undetermined significance; Monoclonal gammopathy; Paraproteinemias; Medicine; Monoclonal; Immunology; Monoclonal antibody; Antibody","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":[0.000316659,0.0003473927,0.0004101463,0.001416853,0.0005986454,0.0004791698,0.0003247165,0.0006564958,0.006867305],"category_scores_gemma":[0.00131088,0.00007208889,0.0002308415,0.001075096,0.0003309181,0.0002971712,0.0002873103,0.0003744928,0.001236447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004079997,"about_ca_system_score_gemma":0.0007513916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00728994,"about_ca_topic_score_gemma":0.01034649,"domain_scores_codex":[0.9997144,0.00003606754,0.00002848185,0.00003197598,0.000109788,0.00007921781],"domain_scores_gemma":[0.9995733,0.000050202,0.00009809755,0.00002011677,0.0001486086,0.0001097884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001273901,0.00035501,0.6204309,0.001042141,0.0001456526,0.09005702,0.0005815402,0.0002202819,0.02145666,0.006153546,0.05379094,0.2044924],"study_design_scores_gemma":[0.0001187664,0.0004793068,0.6617682,0.0008054054,0.000187491,0.1779433,0.0003501758,0.000526946,0.004222611,0.002053239,0.1514965,0.00004802528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6210462,0.0570719,0.002761295,0.006345575,0.0008628475,0.0008138738,0.004605383,0.0004252383,0.3060676],"genre_scores_gemma":[0.9678248,0.007412965,0.001339061,0.001262077,0.0003486071,0.00005838347,0.001938574,0.00001824659,0.01979716],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00728994,"threshold_uncertainty_score":0.02297348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07689407381640198,"score_gpt":0.3801003601665178,"score_spread":0.3032062863501158,"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."}}