{"id":"W4399379982","doi":"10.1055/s-0044-1787285","title":"Evaluation of Crohn's Disease Recurrence after Suspension of Immunobiological use in Patients in Sustained Remission","year":2024,"lang":"en","type":"article","venue":"Journal of Coloproctology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Suspension (topology); Crohn's disease; Internal medicine; Gastroenterology; Disease; Immunology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001213079,0.0001033824,0.0002225473,0.0002149159,0.000007994737,0.000006177881,0.00012549,0.0001604211,0.0000437761],"category_scores_gemma":[0.001905534,0.00008282469,0.00009673509,0.0001402387,0.00009747855,0.00001824085,0.00007389527,0.0001510981,7.655468e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008010885,"about_ca_system_score_gemma":0.0005967086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004221166,"about_ca_topic_score_gemma":0.00003606406,"domain_scores_codex":[0.9982731,0.0004684278,0.0006556616,0.0001698655,0.0002832727,0.0001496223],"domain_scores_gemma":[0.998625,0.00004582044,0.000262904,0.0001530888,0.000846366,0.00006683129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01495797,0.000555164,0.9449713,0.0001939452,0.00004872204,0.0007770844,0.0001175934,0.0003665421,0.03426603,0.00005751816,0.0002794595,0.003408626],"study_design_scores_gemma":[0.001367867,0.0004014361,0.9943419,0.000231684,0.00006024326,0.000006995696,0.00003020572,0.0003305536,0.002610862,0.0004223096,0.0001166241,0.00007936255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983879,0.001046953,0.00001733282,0.00004006953,0.0002150325,0.000257972,0.000009530734,0.000001388093,0.00002381227],"genre_scores_gemma":[0.9997171,0.0001055818,0.00008340136,0.00001945481,0.00002709639,0.000009165428,0.00001798898,0.0000072823,0.0000129245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04937052,"threshold_uncertainty_score":0.3377493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520716553568035,"score_gpt":0.2918318924205827,"score_spread":0.2766247268849023,"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."}}