{"id":"W3005766885","doi":"10.1016/s2468-1253(20)30012-1","title":"Health-care costs of inflammatory bowel disease in a pan-European, community-based, inception cohort during 5 years of follow-up: a population-based study","year":2020,"lang":"en","type":"article","venue":"˜The œLancet. Gastroenterology & hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Janssen Pharmaceuticals; Dr. Falk Pharma; Ferring Pharmaceuticals; Shire; Meso Scale Diagnostics; AbbVie; Takeda Pharmaceutical Company; Novartis; Pfizer","keywords":"Inflammatory bowel disease; Medicine; Cohort; Cohort study; Health care; Disease; Environmental health; Family medicine; Gerontology; Demography; Internal medicine; Economic growth; Economics; Sociology","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":[0.0006368204,0.0002707078,0.0006160287,0.0001340636,0.0001295655,0.000007384854,0.0006274534,0.0001154225,0.000008380269],"category_scores_gemma":[0.000100014,0.0002851688,0.0001782093,0.0001083089,0.0002586854,0.000008878214,0.000272612,0.0004344635,0.000005994267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002506,"about_ca_system_score_gemma":0.0002274841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002937444,"about_ca_topic_score_gemma":0.005406797,"domain_scores_codex":[0.9946357,0.003368907,0.000832776,0.0004357125,0.0002019821,0.000524902],"domain_scores_gemma":[0.9981869,0.00004922431,0.0005362282,0.0009000322,0.000131688,0.0001959323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00814835,0.0002891354,0.9863933,0.0003132566,0.00009384395,0.000126989,0.0005237274,0.001889013,0.002022481,0.000004728755,0.00009233219,0.0001027893],"study_design_scores_gemma":[0.005845529,0.0008291835,0.9922134,0.00004292975,0.00005983864,0.000002959618,0.0003043153,0.0004510479,0.00006682837,0.000003192621,0.00005261356,0.0001281107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978575,0.0001062938,0.0001926112,0.0005311272,0.0001397889,0.0009810822,0.0001489867,0.00003253529,0.00001013797],"genre_scores_gemma":[0.9959424,0.00001045305,0.00005640136,0.003169547,0.0001135692,0.0001186722,0.0005407133,0.00004659278,0.000001612658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005820098,"threshold_uncertainty_score":0.9999601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188521821072521,"score_gpt":0.2511733620066985,"score_spread":0.2392881437959733,"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."}}