{"id":"W3177911292","doi":"10.1136/bmj.n1554","title":"Association of ultra-processed food intake with risk of inflammatory bowel disease: prospective cohort study","year":2021,"lang":"en","type":"article","venue":"BMJ","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":356,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; University of Ottawa; Hamilton Health Sciences; Queen's University; McMaster University; Université Laval; Population Health Research Institute","funders":"Faculty of Community and Health Sciences, University of the Western Cape; Philippine Council for Health Research and Development; Canadian Institutes of Health Research; Independent University, Bangladesh; Servier; Serbian Academy of Sciences and Arts; Uniwersytet Medyczny im. Piastów Slaskich we Wroclawiu; Universiti Kebangsaan Malaysia; AstraZeneca; Ministério da Ciência, Tecnologia e Inovação; AFA Försäkring; Forskningsrådet för Arbetsliv och Socialvetenskap; Hamilton Health Sciences; Svenska Forskningsrådet Formas; International Development Research Centre; Medical Research Council; King Saud University; Indian Council of Medical Research; Universiti Teknologi MARA; National Research Foundation; North-West University; South Africa Netherlands research Programme on Alternatives in Development; Public Health Agency of Canada; Sanofi; Vetenskapsrådet; Heart and Stroke Foundation of Canada; Universidad de La Frontera; Public Health Agency; GlaxoSmithKline; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)","keywords":"Inflammatory bowel disease; Prospective cohort study; Medicine; Inflammatory Bowel Diseases; Cohort study; Cohort; Internal medicine; Disease; Environmental health","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":[0.0008890036,0.0003182467,0.0003450892,0.0004080266,0.0003258012,0.000620918,0.0004030356,0.0004276432,0.001221233],"category_scores_gemma":[0.00162911,0.0004299536,0.0004821176,0.001076344,0.0001573251,0.0003560087,0.0003420098,0.0006126174,0.0002180915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001441959,"about_ca_system_score_gemma":0.0002919245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003211677,"about_ca_topic_score_gemma":0.004650766,"domain_scores_codex":[0.9995253,0.0001325763,0.00005153738,0.00012631,0.00009713225,0.00006711966],"domain_scores_gemma":[0.9984306,0.0001765888,0.0008040284,0.0001801485,0.0002023821,0.000206356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000314339,0.00005451922,0.9985651,0.00001512012,0.0001884784,0.00003987928,0.00002368947,0.0000272955,0.0001667876,0.000009024444,0.00005827133,0.0005374841],"study_design_scores_gemma":[0.00002431189,0.0001724256,0.9992012,0.00001109067,0.00006712708,0.0001520058,0.00004449927,0.0001225471,0.00003705699,0.00001392504,0.000149998,0.000003800713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981376,0.0004142457,0.0001823244,0.00002886949,0.000009651365,0.00001844088,0.001020025,0.000002853344,0.0001859756],"genre_scores_gemma":[0.9984394,0.0002751187,0.0002849738,0.00003430303,0.00001244849,0.00002351141,0.000710887,0.000002151844,0.000217185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003211677,"threshold_uncertainty_score":0.006385982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008934990346952287,"score_gpt":0.2652949334959299,"score_spread":0.2563599431489776,"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."}}