{"id":"W4318561868","doi":"10.1016/j.cgh.2023.01.012","title":"Food Processing and Risk of Inflammatory Bowel Disease: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Clinical Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":107,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Inflammatory bowel disease; Meta-analysis; MEDLINE; Internal medicine; Disease; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001660893,0.0005597904,0.006291945,0.0002006392,0.00009686577,0.00001587008,0.0002731992,0.00061873,0.00001414882],"category_scores_gemma":[0.0009681975,0.000413208,0.001714291,0.0001147444,0.0009954706,0.000006614844,0.000516343,0.0004413755,0.000004571246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006078855,"about_ca_system_score_gemma":0.0001719076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001388592,"about_ca_topic_score_gemma":0.0001300095,"domain_scores_codex":[0.9936149,0.002672772,0.002189472,0.001022411,0.0001065022,0.0003939353],"domain_scores_gemma":[0.9967966,0.0002693688,0.001702849,0.0007335601,0.0001173217,0.0003802832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001582058,0.00006486792,0.05677569,0.8059382,0.1365461,0.0000940838,0.000005052557,2.328335e-7,2.974662e-8,0.00003215795,0.0001043111,0.0002810736],"study_design_scores_gemma":[0.0003487303,0.000500592,0.006578301,0.005313641,0.9846423,0.00009023611,0.000005679684,0.00001820476,2.021935e-8,0.00004428515,0.002187864,0.0002701602],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009121264,0.9889154,0.000050627,0.00006379496,0.00004086452,0.00134643,0.0004376663,0.00002087697,0.000003116369],"genre_scores_gemma":[0.001717677,0.9968714,0.00005788056,0.0005454869,0.0000403934,0.0004851794,0.0001745953,0.00004992325,0.00005749458],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8480962,"threshold_uncertainty_score":0.999832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06328197919102738,"score_gpt":0.3608327409416345,"score_spread":0.2975507617506071,"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."}}