{"id":"W2762584070","doi":"10.1172/jci.insight.95367","title":"Monoclonal IgG in MGUS and multiple myeloma targets infectious pathogens","year":2017,"lang":"en","type":"article","venue":"JCI Insight","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of General Medical Sciences; National Cancer Institute","keywords":"Antigen; Immunology; Hepatitis C virus; Monoclonal gammopathy of undetermined significance; Virology; Virus; Immunoglobulin G; Antibody; Herpes simplex virus; Immune system; Helicobacter pylori; Medicine; Biology; Monoclonal antibody; Monoclonal","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001112784,0.0001756719,0.0002975546,0.0001640445,0.0002853156,0.000076815,0.00009957857,0.0001128158,0.00009541056],"category_scores_gemma":[0.0005665002,0.0001397934,0.00006319153,0.0000595774,0.0001276297,0.0001728827,0.0001368652,0.0002267787,0.0001043239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009541854,"about_ca_system_score_gemma":0.00007948664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006426844,"about_ca_topic_score_gemma":0.0008365256,"domain_scores_codex":[0.998792,0.00003929926,0.0001924332,0.0003355692,0.0002548904,0.0003858253],"domain_scores_gemma":[0.9989719,0.0000832087,0.0000753215,0.0005113657,0.00006668792,0.0002915375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002684329,0.0003546111,0.9586045,0.00004455105,0.00007579819,0.001883337,0.0003130737,0.00000119621,0.006704964,0.00006975046,0.0002362118,0.03144359],"study_design_scores_gemma":[0.005814296,0.0003174568,0.9796622,0.0000553569,0.00001967047,0.0001273613,0.00001894855,0.001173639,0.005088839,0.0001308473,0.007456854,0.0001344867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857036,0.0007150035,0.00001466407,0.0005265282,0.0001306714,0.000483903,0.00002449774,0.0000429529,0.01235818],"genre_scores_gemma":[0.998082,0.0002433461,0.0005281494,0.0001121287,0.0001521809,0.00004071837,0.00003531396,0.00002370975,0.0007824765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03130911,"threshold_uncertainty_score":0.5700611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03037036867728827,"score_gpt":0.3068475861859676,"score_spread":0.2764772175086793,"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."}}