{"id":"W4387763767","doi":"10.14309/01.ajg.0000954336.57938.12","title":"S1174 Healthcare Utilization of Elderly Patients With Inflammatory Bowel Disease on Biologics","year":2023,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Inflammatory bowel disease; Logistic regression; Odds ratio; Incidence (geometry); Ulcerative colitis; Population; Retrospective cohort study; Cohort; Internal medicine; Odds; Health care; Pediatrics; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003584764,0.0001182875,0.000256613,0.0006789073,0.0002222309,0.0003328498,0.0001477124,0.000201152,0.003746522],"category_scores_gemma":[0.0009271853,0.0001005901,0.0003870231,0.001236857,0.00011684,0.000201114,0.0002341834,0.0002589876,0.0003706259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003165694,"about_ca_system_score_gemma":0.0004198137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008121423,"about_ca_topic_score_gemma":0.008355103,"domain_scores_codex":[0.999613,0.00009233012,0.00007144061,0.00006121652,0.00009082866,0.00007116826],"domain_scores_gemma":[0.9987115,0.000146639,0.0008311018,0.00003136877,0.00007809083,0.0002013097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003149943,0.00001870615,0.9975933,0.00002519752,0.00003117919,0.00004328034,0.00002143887,0.00002668884,0.00004886913,0.00001373499,0.0004345133,0.00171153],"study_design_scores_gemma":[0.000004211792,0.00005067778,0.9989157,0.00003514243,0.00001420996,0.0001617941,0.0000741004,0.0001040195,0.00002071251,0.00001424349,0.0006036179,0.000001592825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920152,0.001724218,0.00006598332,0.0002347225,0.00002095198,0.00001364386,0.004126308,0.000008873114,0.001790097],"genre_scores_gemma":[0.9966007,0.0008687991,0.0001049232,0.0001683285,0.00003957486,0.00001309898,0.001909895,0.000001689688,0.0002931055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008121423,"threshold_uncertainty_score":0.01614833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00926778407366149,"score_gpt":0.24417199671682,"score_spread":0.2349042126431585,"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."}}