{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000454401,0.0002877761,0.0002686101,0.001013762,0.0002871247,0.0005260868,0.000249306,0.0004147399,0.000896797],"category_scores_gemma":[0.0009637062,0.0001381198,0.0002027376,0.0006462507,0.0003027066,0.0002655109,0.0003605349,0.0002307636,0.000165062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004009966,"about_ca_system_score_gemma":0.0001915191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001919994,"about_ca_topic_score_gemma":0.001526853,"domain_scores_codex":[0.9995744,0.00009392835,0.00003448748,0.00009606946,0.0001265347,0.00007462101],"domain_scores_gemma":[0.9996746,0.00009064906,0.0001241285,0.00002167532,0.00004452876,0.00004437255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003602357,0.0000348573,0.9314645,0.00008981663,0.00007238626,0.001344916,0.0002108234,0.0001470578,0.04465899,0.0002292627,0.0002754014,0.02111181],"study_design_scores_gemma":[0.00001575535,0.0003219045,0.9746932,0.0000432223,0.00008722937,0.009623766,0.000202645,0.0006316022,0.01119204,0.0002808443,0.002901877,0.000005915531],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955676,0.003014802,0.0001595046,0.00004808441,0.000008030494,0.000006455071,0.00005203599,0.00001403458,0.001129526],"genre_scores_gemma":[0.99937,0.0002940501,0.0001122142,0.00002862418,0.00001391778,0.000002196144,0.00004336168,0.000001345911,0.0001342155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001919994,"threshold_uncertainty_score":0.003817618,"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."}}