{"id":"W4411540601","doi":"10.58931/cibdt.2025.3140","title":"Inflammatory Bowel Disease in the Elderly","year":2025,"lang":"en","type":"article","venue":"Canadian IBD Today","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Queen's University","keywords":"Polypharmacy; Medicine; Inflammatory bowel disease; Disease; Incidence (geometry); Inflammatory Bowel Diseases; Population; Gerontology; Intensive care medicine; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000197461,0.0001309637,0.00006094151,0.0001330411,0.0001143436,0.00004511193,0.0003799934,0.0000968965,0.0000526249],"category_scores_gemma":[0.0001382446,0.0001168591,0.00007098515,0.0001066553,0.00008107774,0.000004237615,0.00003131635,0.000109094,0.00004925451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007053617,"about_ca_system_score_gemma":0.001464899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002885848,"about_ca_topic_score_gemma":0.170857,"domain_scores_codex":[0.9990565,0.0001027816,0.0001558907,0.0002527073,0.00008474458,0.0003473442],"domain_scores_gemma":[0.9990659,0.00001004675,0.00002317015,0.0005588551,0.00003804944,0.000303958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002878062,0.00008117075,0.7678474,0.000187519,0.00009839667,0.003052191,0.0004257726,0.0005070819,0.003036484,0.02054233,0.1971496,0.006784218],"study_design_scores_gemma":[0.0003245418,0.00001512858,0.7353541,0.00002295431,0.00001410524,0.000001148835,0.00008191325,0.0000366713,0.0001369515,0.0004932919,0.2633617,0.0001575622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806033,0.000518559,0.00001523393,0.001759159,0.0002197379,0.0003106488,0.00005149568,0.00000890869,0.01651291],"genre_scores_gemma":[0.9936141,0.00001752461,0.00001026644,0.003849616,0.000116322,0.00007902421,0.00007440709,0.00001267712,0.002226046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1679712,"threshold_uncertainty_score":0.8442727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004043621594835616,"score_gpt":0.2123995810425175,"score_spread":0.2083559594476819,"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."}}