{"id":"W4405127155","doi":"10.1182/hematology.2024000584","title":"IgG4-related disease for the hematologist","year":2024,"lang":"en","type":"review","venue":"Hematology","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"","keywords":"Medicine; IgG4-related disease; Eosinophilia; Pathology; Autoimmune pancreatitis; Retroperitoneal fibrosis; Hypergammaglobulinemia; Fibrosis; Rituximab; Plasma cell; Immunology; Lymphoma; Disease; Bone marrow","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002387907,0.0007113458,0.002816453,0.0002741204,0.0002077924,0.00004438455,0.0003714798,0.0007683077,0.0003986813],"category_scores_gemma":[0.000641471,0.00037722,0.001926562,0.0004086739,0.0004399463,0.00004229219,0.0001445344,0.0008215479,0.002693709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009035524,"about_ca_system_score_gemma":0.001080077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002416155,"about_ca_topic_score_gemma":0.000001198745,"domain_scores_codex":[0.9970792,0.0001270168,0.001189286,0.0007635925,0.0002151547,0.0006257804],"domain_scores_gemma":[0.9971933,0.0009350779,0.000342705,0.001046841,0.0001024198,0.0003796338],"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":[0.0001595231,0.0002850918,0.00002149846,0.2430708,0.003730997,0.004100244,0.00005746474,5.349168e-7,7.91116e-8,0.2654401,0.2855496,0.1975841],"study_design_scores_gemma":[0.00042259,0.00005694236,0.000002124837,0.01811381,0.01975829,0.003782674,0.00002305812,0.00008492688,5.348758e-7,0.001474155,0.9559193,0.000361608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003519988,0.9917547,0.00003471853,0.001323106,0.001810366,0.00318855,0.0002133173,0.0004459186,0.001225876],"genre_scores_gemma":[0.00007142348,0.9915406,0.00003749805,0.0003218789,0.0002501913,0.001513528,0.0006111566,0.0001789297,0.005474853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6703697,"threshold_uncertainty_score":0.999868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06536975246773852,"score_gpt":0.3946878531657199,"score_spread":0.3293181006979813,"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."}}