{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.000665149,0.000256626,0.0005538702,0.00004466371,0.0002550938,0.00003402353,0.0003859405,0.00008757879,0.0000464674],"category_scores_gemma":[0.01698994,0.000102718,0.0004913593,0.0003032411,0.000558092,0.00006142621,0.0002108664,0.0003025001,0.000001339818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001207568,"about_ca_system_score_gemma":0.0003034872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004237096,"about_ca_topic_score_gemma":0.000002731838,"domain_scores_codex":[0.9967368,0.0009669914,0.001115452,0.000323828,0.0005762132,0.0002807369],"domain_scores_gemma":[0.9949611,0.003017539,0.0006174897,0.0009162013,0.000310182,0.0001774472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005887221,0.003786897,0.9929155,0.0003936378,0.0001990764,0.00001414214,0.0003886106,0.00001905365,0.000003004602,0.0001084188,0.0001817011,0.001401249],"study_design_scores_gemma":[0.001784474,0.0004706798,0.99231,0.002634163,0.0008387916,0.000001195689,0.0004466209,0.001050453,0.00003058018,0.0003173293,0.000004114608,0.0001116151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938097,0.0004518019,0.000001710375,0.002309927,0.0002697509,0.002700326,0.0004135272,0.00002371579,0.00001952861],"genre_scores_gemma":[0.999038,0.00009781439,0.000002168934,0.0005851102,0.00002365405,0.0001216695,0.00005993142,0.00002610457,0.00004554582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01632479,"threshold_uncertainty_score":0.9912904,"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."}}