{"id":"W4360810091","doi":"10.1111/nmo.14564","title":"Prevalence and associated factors of disorders of gut‐brain interaction in the United States: Comparison of two nationwide Internet surveys","year":2023,"lang":"en","type":"article","venue":"Neurogastroenterology & Motility","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; Population Health Research Institute","funders":"Rome Foundation","keywords":"Medicine; Anxiety; Demography; Epidemiology; Odds ratio; Demographics; Affect (linguistics); Population; Quality of life (healthcare); Confidence interval; Depression (economics); Somatization disorder; Health care; Odds; Gerontology; Somatization; Psychiatry; Environmental health; Psychology; Logistic regression","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":[0.002476902,0.0003363942,0.00046425,0.002830884,0.0003216812,0.0009128294,0.0005894371,0.000710942,0.0008093246],"category_scores_gemma":[0.006211012,0.0004197655,0.0008058232,0.002809778,0.0003731974,0.001021859,0.001290138,0.0005849408,0.0001702916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006791354,"about_ca_system_score_gemma":0.0005310489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02506749,"about_ca_topic_score_gemma":0.0219377,"domain_scores_codex":[0.9980441,0.0007829408,0.0003520704,0.0003081448,0.000296966,0.0002157083],"domain_scores_gemma":[0.994467,0.001071039,0.002876185,0.000306533,0.0008329516,0.0004463414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002576271,0.00002715505,0.9988764,0.00002260382,0.0000642894,0.0000111068,0.00009408789,0.00002050794,0.00002729981,0.000008983878,0.000126862,0.000694952],"study_design_scores_gemma":[0.000002442341,0.00002195467,0.999482,0.0000114085,0.00001729073,0.0000287646,0.0002827759,0.00006599302,0.000009685614,0.000005070905,0.00007051338,0.000002121263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951292,0.0005348126,0.0002048207,0.000122491,0.00001229235,0.00006533707,0.003238177,0.00001051147,0.0006823834],"genre_scores_gemma":[0.9955152,0.0003446973,0.0002569073,0.0001008116,0.00001424152,0.0001022416,0.00356197,0.000003315713,0.0001006776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02506749,"threshold_uncertainty_score":0.04984313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04015814167627816,"score_gpt":0.3299888427502884,"score_spread":0.2898307010740103,"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."}}