{"id":"W2104414654","doi":"10.1159/000320394","title":"New Insights into IBD Epidemiology: Are There Any Lessons for Treatment?","year":2010,"lang":"en","type":"article","venue":"Digestive Diseases","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Fondation pour la Recherche Médicale; Canadian Institutes of Health Research; Abbott Canada; Eli and Edythe Broad Foundation","keywords":"Ulcerative colitis; Medicine; Disease; Etiology; Epidemiology; Crohn's disease; Inflammatory bowel disease; Gut flora; Immunology; Intensive care medicine; Internal medicine","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":[0.00004040294,0.0001969368,0.0002485299,0.00003057353,0.0001737465,0.00001160356,0.0001371301,0.0001696639,0.00002800869],"category_scores_gemma":[0.0003517014,0.000152818,0.0001669431,0.00004208413,0.00009635257,0.000004311727,0.00003933606,0.0000523546,0.00001862738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001940766,"about_ca_system_score_gemma":0.0002813079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000155106,"about_ca_topic_score_gemma":0.0005154494,"domain_scores_codex":[0.9990442,0.00005503248,0.0001581807,0.0004140644,0.00002937969,0.000299162],"domain_scores_gemma":[0.9991145,0.00009575518,0.0001069077,0.0003144281,0.00008035323,0.0002880452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003861437,0.0004104282,0.4346316,0.00006288803,0.000189016,0.000008557667,0.0001822716,0.000008326281,0.5253024,0.004700107,0.02093767,0.0131806],"study_design_scores_gemma":[0.0009214269,0.0004711648,0.811887,0.00002000337,0.00007659128,0.000002917776,0.0001297442,0.000008133645,0.01743387,0.001850892,0.1669565,0.0002417956],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903145,0.005500162,0.0008274649,0.002219355,0.0002611123,0.0004094081,0.0002445755,0.00002656113,0.0001968167],"genre_scores_gemma":[0.9950453,0.0004835679,0.001101497,0.0006734197,0.0005175914,0.00007616261,0.0006977819,0.00002622628,0.001378429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5078685,"threshold_uncertainty_score":0.6231736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814451914373208,"score_gpt":0.3376558063692031,"score_spread":0.309511287225471,"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."}}