{"id":"W4408919282","doi":"10.1053/j.gastro.2025.03.018","title":"Heavy Metals and Inflammatory Bowel Disease","year":2025,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research; Pfizer Foundation; Public Health Agency; Crohn's and Colitis Canada; Multiple Sclerosis Society; Arthritis Society; Public Health Agency of Canada; Biogen; Natural Sciences and Engineering Research Council of Canada; Pfizer; U.S. Department of Defense","keywords":"Inflammatory bowel disease; Medicine; Gastroenterology; Inflammatory Bowel Diseases; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001774442,0.0000979982,0.0001241957,0.00003327821,0.00006675876,0.00001106455,0.00011042,0.000035581,0.0004037655],"category_scores_gemma":[0.00003695937,0.00008775973,0.00004170876,0.00004512454,0.0002356033,0.00009247,0.000223696,0.00008752097,0.000138062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002584774,"about_ca_system_score_gemma":0.000006298597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002920234,"about_ca_topic_score_gemma":0.0001013505,"domain_scores_codex":[0.9991531,0.0001007122,0.0001581177,0.0002440884,0.0000794232,0.0002645259],"domain_scores_gemma":[0.9996155,0.00001928162,0.0000281724,0.0001875055,0.000002680567,0.0001468987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000180222,0.00004556177,0.995356,0.00001018914,0.00002000475,0.00001917586,0.00002336497,0.00005138605,0.001408067,0.0003249137,0.001718884,0.0008422916],"study_design_scores_gemma":[0.0003116461,0.00007614173,0.9904506,0.000004106392,0.00002237237,0.000004665878,0.000006013213,0.0001828212,0.0002555065,0.001080328,0.007564738,0.00004106524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939256,0.00006259117,0.001152846,0.001290127,0.0001381587,0.0001110814,0.000004564964,0.00003092775,0.003284124],"genre_scores_gemma":[0.9955787,0.0000161008,0.0002414666,0.003311153,0.00001637005,0.00001718061,0.000002157191,0.000004378449,0.0008124886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005845854,"threshold_uncertainty_score":0.4420949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005744068122452184,"score_gpt":0.2229534464794607,"score_spread":0.2172093783570085,"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."}}