{"id":"W2946678947","doi":"10.1093/ibd/izz076","title":"Challenges in IBD Research: Environmental Triggers","year":2019,"lang":"en","type":"review","venue":"Inflammatory Bowel Diseases","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; University of Manitoba","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Environmental epidemiology; Identification (biology); Causality (physics); Multidisciplinary approach; Medicine; Disease; Vulnerability (computing); Exposome; Prioritization; Data science; Risk analysis (engineering); Computer science; Management science; Environmental health; Biology; Pathology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1071341,0.0008248943,0.002201458,0.003175936,0.003259912,0.0114829,0.00212383,0.006347006,0.008632259],"category_scores_gemma":[0.1073744,0.0006000304,0.00167089,0.003642805,0.009195966,0.01236323,0.008895642,0.01355197,0.002525817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006912331,"about_ca_system_score_gemma":0.02917904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004718777,"about_ca_topic_score_gemma":0.01005326,"domain_scores_codex":[0.933113,0.0466042,0.005226767,0.003926336,0.009065741,0.002063912],"domain_scores_gemma":[0.7477176,0.2019109,0.007151515,0.008463236,0.02566538,0.009091268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003247713,0.0001775235,0.009772547,0.01194238,0.0003651387,0.0009782589,0.005367338,0.001063216,0.00137153,0.2199965,0.2153961,0.5332446],"study_design_scores_gemma":[0.00004790445,0.0001953841,0.004752416,0.01193505,0.0001818506,0.001196431,0.006406184,0.0004439934,0.0005536303,0.2491807,0.7250072,0.0000992628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0026136,0.208968,0.01180738,0.7488495,0.01458926,0.0001215316,0.0005477414,0.00009973803,0.01240326],"genre_scores_gemma":[0.09421935,0.4858268,0.05548922,0.3054287,0.04362623,0.0009537379,0.001110773,0.0003005749,0.01304462],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1071341,"threshold_uncertainty_score":0.5665861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.175122863518469,"score_gpt":0.3699157377861246,"score_spread":0.1947928742676557,"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."}}