{"id":"W7116422046","doi":"10.14740/gr2095","title":"Global Prevalence of Irritable Bowel Syndrome: An Updated Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irritable bowel syndrome; Probabilistic logic; MEDLINE; Systematic review; Epidemiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01689142,0.003200951,0.01966591,0.01469034,0.0006814298,0.003457276,0.002396653,0.002150583,0.004403132],"category_scores_gemma":[0.03600252,0.001623892,0.03926742,0.01250373,0.0007104269,0.002645971,0.002227066,0.001850549,0.0003209573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004109869,"about_ca_system_score_gemma":0.006820818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020472,"about_ca_topic_score_gemma":0.01995514,"domain_scores_codex":[0.9886003,0.004542355,0.003676687,0.001159446,0.001631481,0.000389631],"domain_scores_gemma":[0.9847733,0.008876902,0.003390586,0.0004731917,0.002244317,0.0002416889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001158985,0.00002401012,0.004663887,0.5957657,0.3758599,0.0001774949,0.0001141733,0.0005915142,0.0001739465,0.0001875651,0.001687763,0.01959512],"study_design_scores_gemma":[0.0005665629,0.0001429858,0.0066118,0.06882962,0.9198207,0.0002483155,0.00006175819,0.0002343966,0.00009349786,0.0002557629,0.003091568,0.00004297484],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00206686,0.9958724,0.0004478942,0.0002314439,0.000147036,0.0002369327,0.0008063327,0.00002416911,0.0001669362],"genre_scores_gemma":[0.06304711,0.930517,0.002606633,0.0006889839,0.0002367134,0.001334465,0.00132039,0.00002830386,0.0002204459],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01966591,"threshold_uncertainty_score":0.08933145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06503345306035085,"score_gpt":0.3938963291884958,"score_spread":0.328862876128145,"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."}}