{"id":"W167872630","doi":"10.1155/2012/278495","title":"Development and Validation of an Administrative Case Definition for Inflammatory Bowel Diseases","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Context (archaeology); Inflammatory bowel disease; Population; Ulcerative colitis; Health care; Epidemiology; Disease; Diagnosis code; Crohn's disease; Ambulatory care; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02174079,0.0006401614,0.0006170725,0.005328173,0.0009996379,0.00187957,0.003663639,0.0005848411,0.0008858344],"category_scores_gemma":[0.04630191,0.000300678,0.000798122,0.002955898,0.000994864,0.0006513142,0.002175093,0.0008784086,0.000284294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004626976,"about_ca_system_score_gemma":0.007778821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0766637,"about_ca_topic_score_gemma":0.08076531,"domain_scores_codex":[0.9816998,0.006706112,0.003413779,0.001573719,0.005953094,0.0006534317],"domain_scores_gemma":[0.9630696,0.009637273,0.007770235,0.004698081,0.01400981,0.0008150471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002939464,0.0003197295,0.9346693,0.0002464038,0.0001660705,0.000315834,0.000855264,0.003617957,0.001712915,0.002589344,0.00390189,0.05131144],"study_design_scores_gemma":[0.0001902,0.0004705626,0.9655927,0.0002328349,0.0002249427,0.0009341871,0.0006085808,0.02063214,0.002393815,0.0007503168,0.007921556,0.00004815421],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8517048,0.001097594,0.1174478,0.0008081284,0.0002112521,0.01187263,0.009147704,0.0003640379,0.007346009],"genre_scores_gemma":[0.7713915,0.0004348239,0.2064067,0.0002126573,0.00009920779,0.00473391,0.0161084,0.00003689824,0.0005759619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0766637,"threshold_uncertainty_score":0.1524349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205360799816201,"score_gpt":0.24927444696327,"score_spread":0.2287383669816499,"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."}}