{"id":"W2787871118","doi":"10.1016/s2468-1253(18)30003-7","title":"Epidemiology, clinical characteristics, and associations for symptom-based Rome IV functional dyspepsia in adults in the USA, Canada, and the UK: a cross-sectional population-based study","year":2018,"lang":"en","type":"article","venue":"˜The œLancet. Gastroenterology & hepatology","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":284,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Ono Pharmaceutical; Göteborgs Universitet; Ironwood Pharmaceuticals, Incorporated","keywords":"Medicine; Irritable bowel syndrome; Population; Heartburn; Epidemiology; Cross-sectional study; Distress; Quality of life (healthcare); Family medicine; Gerontology; Demography; Psychiatry; Internal medicine; Environmental health; Clinical psychology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006311649,0.0003769315,0.0006294642,0.001216578,0.0009115808,0.00129187,0.001111727,0.0009345204,0.001074543],"category_scores_gemma":[0.00228619,0.0005607891,0.00082768,0.004458455,0.0007829764,0.0004961941,0.0006732657,0.0008053688,0.000219099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004324972,"about_ca_system_score_gemma":0.004325124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8439219,"about_ca_topic_score_gemma":0.8428316,"domain_scores_codex":[0.9988937,0.0001043442,0.0001540036,0.0002269822,0.0003181241,0.0003029228],"domain_scores_gemma":[0.9978477,0.0001759007,0.0006598008,0.0001321444,0.0006925483,0.0004918631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003892738,0.00001324634,0.9992181,0.000008334114,0.00006701947,0.00002054066,0.00006201753,0.00001486783,0.00004336828,0.00001066038,0.0001627959,0.0003399379],"study_design_scores_gemma":[0.000003030087,0.00001140141,0.9996783,0.000006193929,0.00002451974,0.00002950968,0.0001401953,0.00003074098,0.000004813653,0.000004421976,0.00006412074,0.000002857772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949263,0.00127873,0.00005022972,0.0001296819,0.00001348937,0.00002130646,0.002951143,0.00000690345,0.0006220862],"genre_scores_gemma":[0.9970253,0.0004803562,0.00006693774,0.00007495455,0.00001123395,0.00001276418,0.002125741,0.000003088721,0.0001995798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1560781,"threshold_uncertainty_score":0.3139945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05677299185539573,"score_gpt":0.3466567427245865,"score_spread":0.2898837508691907,"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."}}