{"id":"W4375951005","doi":"10.1097/rhu.0000000000001975","title":"Patterns of Relapse and Complications of Immunoglobulin G4–Related Disease","year":2023,"lang":"en","type":"article","venue":"JCR Journal of Clinical Rheumatology","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Cohort; Internal medicine; Atrophy; Gastroenterology; Univariate analysis; Confidence interval; Autoimmune pancreatitis; Disease; Pancreas; Surgery; Pathology; Multivariate analysis","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":[0.0006468019,0.0002306492,0.0003206448,0.0007781327,0.0003435103,0.0005383506,0.0003608603,0.0002944786,0.001455073],"category_scores_gemma":[0.001877487,0.0001478889,0.0003879157,0.0005657708,0.000282365,0.0004221081,0.0004836706,0.0005487161,0.0002377869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002791486,"about_ca_system_score_gemma":0.0002467602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001492612,"about_ca_topic_score_gemma":0.001700353,"domain_scores_codex":[0.9994559,0.00009315116,0.00005837345,0.0001391731,0.0001088849,0.0001445875],"domain_scores_gemma":[0.9975465,0.0002462602,0.001499334,0.0001152179,0.0001809287,0.0004118047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007654365,0.000008384965,0.998688,0.000002393891,0.00001311004,0.0001863533,0.00002573359,0.00001877,0.0001540621,0.000006919651,0.00003036142,0.0007893253],"study_design_scores_gemma":[0.00000375285,0.00008819668,0.9967344,0.000005210221,0.00001284358,0.002762262,0.0000870884,0.0001168489,0.0000855192,0.00001782398,0.00008188316,0.000004112946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992647,0.0002127818,0.00006691338,0.00001979371,0.00000199456,0.000005397487,0.0001131466,0.000004793684,0.0003104598],"genre_scores_gemma":[0.999681,0.00004394979,0.00003621101,0.000006415073,0.000004592059,0.000002732932,0.0001688762,0.000001674407,0.00005450743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001492612,"threshold_uncertainty_score":0.004867673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04013410002957438,"score_gpt":0.3778381970432724,"score_spread":0.337704097013698,"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."}}