{"id":"W4212794049","doi":"10.1093/jcag/gwab049.194","title":"A195 GEOEPIDEMIOLOGICAL CHANGES DUE TO ALTERATIONS IN DIAGNOSTIC ROME CRITERIA FOR IRRITABLE BOWEL SYNDROME","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Digestive system and related health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Irritable bowel syndrome; Incidence (geometry); Medicine; Gastroenterology; Lactase; Lactose intolerance; Human Development Index; Inflammatory bowel disease; Internal medicine; Per capita; Disease; Demography; Lactose; Population; Environmental health; Political science; Food science; Mathematics; Chemistry; Human development (humanity)","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":[],"consensus_categories":[],"category_scores_codex":[0.001829517,0.00007650875,0.0002785425,0.0001672587,0.0001654862,0.000008006219,0.0002424862,0.0001026107,0.00003175488],"category_scores_gemma":[0.001916405,0.0000632953,0.0001058525,0.00008604489,0.00001929055,0.000003959236,0.00005808174,0.000181974,7.437392e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005300217,"about_ca_system_score_gemma":0.0002726893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001778976,"about_ca_topic_score_gemma":0.1719251,"domain_scores_codex":[0.9983863,0.0006075044,0.0004486498,0.0001146565,0.0001174605,0.0003254859],"domain_scores_gemma":[0.9989007,0.0001491142,0.0005353725,0.00009921107,0.0001637808,0.0001518355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005123686,0.0001731787,0.9144362,0.00004127916,0.0002612411,0.00005422843,0.0003193165,0.008935892,0.006951265,0.0002676529,0.0679818,0.00006558812],"study_design_scores_gemma":[0.001490933,0.004865412,0.9695814,0.00004672713,0.00004191175,0.0005777822,0.0001543272,0.00006923074,0.0001046361,0.0003099717,0.02266916,0.0000885617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650505,0.00006330502,0.0001490081,0.03328267,0.0008860628,0.0002990916,0.0002179696,9.655067e-7,0.00005041964],"genre_scores_gemma":[0.9961335,0.00001401893,0.0002132354,0.003096222,0.0001017004,0.00004102033,0.00002346701,0.000008268672,0.0003685831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1701461,"threshold_uncertainty_score":0.8431851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399936939940271,"score_gpt":0.2670970028679571,"score_spread":0.2530976334685544,"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."}}