{"id":"W3014193429","doi":"10.1186/s41927-020-0115-2","title":"Healthcare resource utilization and costs associated with inflammatory bowel disease among patients with chronic inflammatory diseases: a retrospective cohort study","year":2020,"lang":"en","type":"article","venue":"BMC Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"Janssen Scientific Affairs","keywords":"Medicine; Inflammatory bowel disease; Ankylosing spondylitis; Psoriatic arthritis; Ulcerative colitis; Incidence (geometry); Rheumatoid arthritis; Internal medicine; Retrospective cohort study; Cohort; Disease","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":[0.001158783,0.0003781015,0.000521831,0.001642809,0.0005897116,0.001047278,0.0005521183,0.0005159033,0.001224262],"category_scores_gemma":[0.002887285,0.0004903199,0.0009771739,0.003709575,0.0003048381,0.0007494297,0.0006549656,0.0008124561,0.0001859422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007510931,"about_ca_system_score_gemma":0.0007294133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01607667,"about_ca_topic_score_gemma":0.01304367,"domain_scores_codex":[0.9986616,0.0002815212,0.0002899664,0.0003163885,0.0002495331,0.0002009427],"domain_scores_gemma":[0.9969499,0.0003506854,0.001821293,0.0002353705,0.0003218924,0.0003209237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006000807,0.00002672109,0.9993095,0.00001412835,0.0001100302,0.00003863841,0.00002813927,0.00002552577,0.00002472278,0.00001371883,0.0001026481,0.0002461027],"study_design_scores_gemma":[0.00001372465,0.00006127216,0.9990096,0.00001743632,0.00007061488,0.0002075137,0.0001637022,0.0002290715,0.0000204408,0.00001498848,0.0001853243,0.000006270937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965426,0.000498076,0.00009093164,0.00004385968,0.000007167274,0.00003916498,0.002474884,0.000002812506,0.0003005454],"genre_scores_gemma":[0.9977081,0.0003055768,0.00009093343,0.00004534402,0.00001374171,0.00004636791,0.001723608,0.000001744019,0.0000645721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01607667,"threshold_uncertainty_score":0.03196615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009751392037846644,"score_gpt":0.2360091500735315,"score_spread":0.2262577580356848,"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."}}