{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000230913,0.0004063055,0.0003701115,0.0005354104,0.0003277973,0.0008893327,0.0003394522,0.001425579,0.0323336],"category_scores_gemma":[0.001234966,0.0001425817,0.0002576325,0.0003971997,0.0002473383,0.0009750591,0.0005958266,0.002630129,0.01471493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003643132,"about_ca_system_score_gemma":0.0005949921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005570578,"about_ca_topic_score_gemma":0.0008651394,"domain_scores_codex":[0.9998605,0.00003769303,0.00001400772,0.00001703163,0.00004793861,0.00002269713],"domain_scores_gemma":[0.9996088,0.0001167898,0.00002858616,0.0000254318,0.0001237873,0.00009655628],"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":[0.00003611824,0.00003374755,0.001159482,0.0004564669,0.00001906755,0.005539019,0.00009878194,0.00004761945,0.0009177034,0.001588643,0.7429948,0.2471086],"study_design_scores_gemma":[0.00001526896,0.00001868959,0.000709726,0.0004498933,0.0000148112,0.02186622,0.00007012538,0.00003893217,0.0001558829,0.001041304,0.9756125,0.000006711072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006396894,0.6053159,0.005006163,0.1719804,0.08825465,0.0001125426,0.0005890864,0.001069231,0.1212752],"genre_scores_gemma":[0.05448727,0.5050915,0.006090375,0.1353438,0.1195417,0.00008126515,0.001229599,0.0002700013,0.1778646],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0323336,"threshold_uncertainty_score":0.1081667,"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."}}