{"id":"W2908547111","doi":"10.1053/j.gastro.2019.01.002","title":"Past and Future Burden of Inflammatory Bowel Diseases Based on Modeling of Population-Based Data","year":2019,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":432,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of Toronto; Ottawa Hospital; Dalhousie University; Alberta Health; Alberta Health Services; BC Children's Hospital; University of British Columbia; Canadian Bio-Systems (Canada); Research Canada; University of Manitoba; University of Ottawa; Institute for Clinical Evaluative Sciences; McGill University; Mount Sinai Hospital; University of Calgary; Children's Hospital of Eastern Ontario; Canadian Rural Health Research Society; University of Alberta","funders":"Canadian Institutes of Health Research; Ministry of Health, Saskatchewan; Crohn's and Colitis Canada; Canadian Child Health Clinician Scientist Program; Ontario Ministry of Health and Long-Term Care; Dalhousie University; Nova Scotia Department of Health and Wellness; Merck Canada; Department of Health, Western Cape Government; Canadian Association of Gastroenterology; Killam Trusts; University of Calgary; Institute for Clinical Evaluative Sciences; Government of Alberta; Alberta Health Services","keywords":"Inflammatory Bowel Diseases; Inflammatory bowel disease; Medicine; Population; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001084718,0.0001478209,0.0001838326,0.00007591819,0.00002114766,0.000004385971,0.0002730148,0.0001016341,0.0000312494],"category_scores_gemma":[0.00002573227,0.0001457852,0.00006020985,0.0000204641,0.00005800965,0.000006532264,0.0001308424,0.0000605838,0.000002226092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006998475,"about_ca_system_score_gemma":0.00004968686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001649408,"about_ca_topic_score_gemma":0.00002440853,"domain_scores_codex":[0.998928,0.0001076436,0.000282288,0.0003599601,0.0001272336,0.0001948393],"domain_scores_gemma":[0.9988311,0.00001132982,0.0001568404,0.0008486642,0.00006907053,0.00008299846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001965917,0.00006149319,0.8828425,0.0001539044,0.00003532326,0.000006030918,0.000007919618,0.1098409,0.004891016,0.0000159486,0.0001066155,0.00007239676],"study_design_scores_gemma":[0.002321434,0.0005000609,0.6298256,0.00004049199,0.00006048215,0.00000159067,0.00004668091,0.3667415,0.0001468624,0.00001691265,0.000177289,0.0001211025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984655,0.00004386054,0.0005882637,0.0001560476,0.0001476704,0.000204402,0.0003473784,0.000008307483,0.00003853527],"genre_scores_gemma":[0.9977835,0.000006771977,0.0003202134,0.000274031,0.000249244,0.000007514423,0.001332733,0.00002008642,0.000005854472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2569006,"threshold_uncertainty_score":0.5944946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006288456766865094,"score_gpt":0.2192977433615854,"score_spread":0.2130092865947203,"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."}}