{"id":"W2139242209","doi":"10.1016/j.cgh.2006.02.013","title":"Health Care Resource Utilization in Inflammatory Bowel Disease","year":2006,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Cohort; Inflammatory bowel disease; Relative risk; Incidence (geometry); Epidemiology; Confidence interval; Cohort study; Rate ratio; Population; Ambulatory care; Ulcerative colitis; Internal medicine; Outpatient visits; Health care; Pediatrics; Emergency medicine; Disease; Environmental health","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":[0.00127725,0.0002578441,0.0005769567,0.002573913,0.0003978978,0.001047656,0.000667337,0.0008171853,0.003232036],"category_scores_gemma":[0.006235166,0.0002548681,0.001259163,0.004758557,0.0002579422,0.0008516135,0.0009436817,0.001277526,0.0002893553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001446433,"about_ca_system_score_gemma":0.0009074857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03208844,"about_ca_topic_score_gemma":0.02662466,"domain_scores_codex":[0.9975424,0.001245898,0.0004337314,0.0001596405,0.00026164,0.0003568192],"domain_scores_gemma":[0.9953293,0.001493281,0.001786296,0.0001436487,0.0004391213,0.0008083641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001275101,0.00006124446,0.9954448,0.00006172703,0.0002342779,0.0001132235,0.00005651958,0.0004025751,0.00004677914,0.0001493101,0.0004512389,0.002850857],"study_design_scores_gemma":[0.000005701489,0.00005339512,0.9978587,0.00003815493,0.00007650218,0.0002489623,0.0002267825,0.0008842889,0.00002219135,0.0001452873,0.0004324046,0.000007673831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721601,0.01163397,0.0003155444,0.002373947,0.00009302832,0.00003082917,0.009166754,0.00001965198,0.004206136],"genre_scores_gemma":[0.9960868,0.001519725,0.0001531985,0.0001515942,0.00007228069,0.0000249957,0.001744198,0.000004508402,0.0002425601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03208844,"threshold_uncertainty_score":0.06380332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460765927737961,"score_gpt":0.3015054642501,"score_spread":0.2868978049727204,"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."}}