{"id":"W3165174468","doi":"10.1136/annrheumdis-2021-eular.3391","title":"POS0187 THE PROGNOSTIC FACTORS IN PREDICTING RELAPSE FOR IGG4-RELATED DISEASE: A LONG-TERM STUDY BASED ON THE CLINICAL AND PATHOLOGICAL CHARACTERISTICS OF THE PATIENTS","year":2021,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"European Regional Development Fund; National Health and Medical Research Council; Instituto de Salud Carlos III; Medical Research Council; Canadian Institutes of Health Research","keywords":"Medicine; Pathological; IgG4-related disease; Internal medicine; Disease; Proportional hazards model; Gastroenterology; Multivariate analysis; Predictive value; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001078121,0.0005353272,0.0006237687,0.0005414276,0.0007736735,0.0009225041,0.0003441212,0.0007232202,0.001515544],"category_scores_gemma":[0.002029479,0.0002592927,0.0007641405,0.000722795,0.0003865794,0.0008662072,0.0004019877,0.0009229378,0.0005349988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002462831,"about_ca_system_score_gemma":0.0003472319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150584,"about_ca_topic_score_gemma":0.001301366,"domain_scores_codex":[0.9995838,0.0001319684,0.0000335548,0.00007625244,0.00006699261,0.0001074872],"domain_scores_gemma":[0.9986296,0.0003465872,0.0002978225,0.000130815,0.000173618,0.0004216252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002050571,0.0001617229,0.993551,0.000008075596,0.0001222703,0.0001703883,0.00004977355,0.00007787129,0.0007394302,0.00001557755,0.0001139579,0.002939461],"study_design_scores_gemma":[0.00005724697,0.001180157,0.9968952,0.000008223592,0.0001466276,0.0003948885,0.0001537745,0.0005298232,0.0001829061,0.00005459112,0.0003843998,0.00001206081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990271,0.0003046409,0.00007722009,0.00005037219,0.00002721655,0.000004945115,0.0001367721,0.000002890772,0.0003686606],"genre_scores_gemma":[0.9989114,0.000098767,0.00004150902,0.00003499145,0.00005481605,0.000008748506,0.0004456331,0.000002566868,0.0004016797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001515544,"threshold_uncertainty_score":0.005701661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05602936009756369,"score_gpt":0.3319515186448015,"score_spread":0.2759221585472378,"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."}}