{"id":"W2335912795","doi":"10.1016/s0016-5085(16)32513-6","title":"Mo1642 Population Prevalence of Rome IV and Rome III Irritable Bowel Syndrome (IBS) in the United States (US), Canada and the United Kingdom (UK)","year":2016,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Irritable bowel syndrome; Medicine; Population; Psychiatry; Family medicine; Demography; Environmental health; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002056119,0.0001025064,0.0002027515,0.0001350994,0.00006508566,0.00000910298,0.0001293228,0.00003079867,0.0000397156],"category_scores_gemma":[0.00005304003,0.00005371044,0.00002421984,0.0001801993,0.000201661,0.00004461388,0.00006555874,0.00008055942,7.802423e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003697211,"about_ca_system_score_gemma":0.00003035453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2323875,"about_ca_topic_score_gemma":0.0616175,"domain_scores_codex":[0.9990133,0.0001899454,0.0002365801,0.0001781545,0.0001520613,0.0002299643],"domain_scores_gemma":[0.9993703,0.0001276442,0.00008959942,0.0002772796,0.0000651825,0.000069959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004983364,0.00006267078,0.9979184,0.0000638004,0.00006412516,0.00002418993,0.0001852376,0.00004760892,0.0002076843,0.0006566265,0.0002350024,0.00003626526],"study_design_scores_gemma":[0.003060202,0.0002073469,0.9946749,0.00009265877,0.0001339901,0.0002164565,0.00008846954,0.0009174953,0.00000485435,0.000402437,0.0001651053,0.00003608415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933757,0.00009546131,0.0001187882,0.005961067,0.00002564254,0.0003439955,0.00005966409,0.000008955422,0.00001076876],"genre_scores_gemma":[0.9978384,0.000112322,0.00002340576,0.001819281,0.000007795338,0.000043358,0.00009294551,0.000006780384,0.00005571779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.17077,"threshold_uncertainty_score":0.9555055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172627673699382,"score_gpt":0.2285503376593728,"score_spread":0.216824060922379,"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."}}