{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000219871,0.00029057,0.0002609277,0.0009131551,0.0002678043,0.0005890606,0.0001441121,0.000652287,0.0028539],"category_scores_gemma":[0.0005065381,0.0001413944,0.000303741,0.001056997,0.0002719393,0.0002317757,0.0003200303,0.0004172754,0.0002716232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002728642,"about_ca_system_score_gemma":0.0002905883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00289911,"about_ca_topic_score_gemma":0.004279193,"domain_scores_codex":[0.9998196,0.00008159976,0.00001513263,0.00001731372,0.00003049562,0.00003589494],"domain_scores_gemma":[0.9995491,0.000101776,0.0001825429,0.00002183339,0.00005685544,0.00008791493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005159304,0.0004717926,0.8930051,0.001279206,0.0008235763,0.004412877,0.0002829518,0.0003815321,0.00904689,0.001163593,0.003916142,0.080057],"study_design_scores_gemma":[0.00009416625,0.0005114604,0.9813347,0.0002246833,0.0002571904,0.002049951,0.0003042262,0.0001719739,0.0005716727,0.001055017,0.01341266,0.00001217053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7340241,0.2465215,0.0003243958,0.004573211,0.0005893125,0.00002334055,0.0005286198,0.00003202594,0.01338355],"genre_scores_gemma":[0.9441891,0.0486714,0.0003909509,0.0005772286,0.0007575113,0.0000144204,0.0002297025,0.000005491526,0.005164335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00289911,"threshold_uncertainty_score":0.009547234,"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."}}