{"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 Lancet. 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001100363,0.0006424335,0.0007265862,0.001779581,0.0007953459,0.001383332,0.0008397904,0.001019857,0.0009019523],"category_scores_gemma":[0.002812966,0.0005707298,0.0009040436,0.002964084,0.000394842,0.001428991,0.001018798,0.000990207,0.0002273536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007513658,"about_ca_system_score_gemma":0.0005162299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01749418,"about_ca_topic_score_gemma":0.01536323,"domain_scores_codex":[0.9990653,0.0002351123,0.0001072405,0.0002765857,0.0001511021,0.0001646969],"domain_scores_gemma":[0.997846,0.0002646522,0.001002237,0.0001734447,0.0002662623,0.0004474121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001891878,0.00007596553,0.9989674,0.000006892808,0.00008122646,0.00009509657,0.00007956414,0.00004047096,0.00006695373,0.000008852811,0.0000624072,0.0003260294],"study_design_scores_gemma":[0.00001625851,0.0001443781,0.9990959,0.00000584841,0.00004455718,0.0002370259,0.0001899355,0.000166881,0.00001438471,0.000009723532,0.00006952247,0.000005518338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990366,0.00009791359,0.00003373869,0.00001549957,0.000002015041,0.00001791946,0.0006609367,0.000001666423,0.0001336902],"genre_scores_gemma":[0.9979421,0.0001205984,0.000101525,0.00004631099,0.00001030406,0.00003596756,0.001655399,0.000002646896,0.00008488628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01749418,"threshold_uncertainty_score":0.03478467,"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."}}