{"id":"W2174447016","doi":"10.3899/jrheum.150436","title":"Association Between Immunoglobulin G4–related Disease and Malignancy within 12 Years after Diagnosis: An Analysis after Longterm Followup","year":2015,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Medicine; Malignancy; Internal medicine; Incidence (geometry); Autoimmune pancreatitis; Gastroenterology; Cohort; Cancer; Cumulative incidence; Population; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000979252,0.0001754305,0.0006502873,0.0002787914,0.0000484896,0.00002949834,0.0001436757,0.0001838874,0.0001717217],"category_scores_gemma":[0.0003421931,0.0001202336,0.0002294345,0.0002471746,0.0001004876,0.0002831502,0.00004819306,0.0003430867,0.00003482002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243354,"about_ca_system_score_gemma":0.0001917253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006381533,"about_ca_topic_score_gemma":0.00003737471,"domain_scores_codex":[0.9979936,0.0004339451,0.0007946006,0.0001418764,0.0003810457,0.0002549561],"domain_scores_gemma":[0.9981775,0.0001625936,0.0006910735,0.0002793192,0.0002257272,0.000463763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001549876,0.0001039016,0.9923866,0.00002585242,0.002836727,0.000246014,0.002060959,0.00004087569,0.000004738386,0.00001299941,0.0004919387,0.0002394591],"study_design_scores_gemma":[0.002028367,0.0002931025,0.9868959,0.0002547775,0.009065255,0.0002495716,0.0003969465,0.0001302357,0.000009907386,0.0003964014,0.000142845,0.0001367062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929959,0.005486036,0.00002335842,0.001051598,0.000224992,0.000151269,0.00002234546,0.00002167968,0.00002282439],"genre_scores_gemma":[0.9988194,0.0006964489,0.0000486071,0.0001969443,0.00003097989,0.0000137904,0.00001678889,0.0000219276,0.0001551166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006228528,"threshold_uncertainty_score":0.4902982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009673407494031953,"score_gpt":0.2464973745756358,"score_spread":0.2368239670816039,"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."}}