{"id":"W4361283140","doi":"10.1111/nmo.14569","title":"Comparison of the epidemiology of disorders of gut–brain interaction in four Latin American countries: Results of The Rome Foundation Global Epidemiology Study","year":2023,"lang":"en","type":"article","venue":"Neurogastroenterology & Motility","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Epidemiology; Medicine; Latin Americans; Depression (economics); Irritable bowel syndrome; Anxiety; Demography; Internal medicine; Psychiatry","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002812958,0.0002206912,0.001441585,0.0001436968,0.00004705394,6.80391e-7,0.0004035225,0.00009240369,0.00001330786],"category_scores_gemma":[0.0175048,0.0001559513,0.0003060495,0.000779115,0.001887296,0.00005400214,0.0002816642,0.0004767911,0.00000162745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007949346,"about_ca_system_score_gemma":0.00007919453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00321996,"about_ca_topic_score_gemma":0.008820688,"domain_scores_codex":[0.992768,0.003886963,0.002185956,0.0004900809,0.0002296798,0.0004393502],"domain_scores_gemma":[0.9935812,0.0032663,0.002020385,0.0008751747,0.0001965237,0.00006042465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001524491,0.001030165,0.9927433,0.0001212526,0.00006335986,6.8922e-7,0.0005147219,0.003020762,0.0002404355,0.00003954133,0.000142228,0.0005590543],"study_design_scores_gemma":[0.002611892,0.004008056,0.9874666,0.00008153501,0.00007733615,0.000008096718,0.001659663,0.003502414,0.00003335446,0.0005096121,0.00002238708,0.00001899592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864454,0.00000950066,0.0002124367,0.01189665,0.0003261012,0.0009479803,0.0000945131,0.00002116425,0.00004627023],"genre_scores_gemma":[0.9993455,0.000006878036,0.0001420932,0.0004419382,0.00001181888,0.00001719344,0.00001772757,0.000009442399,0.000007434278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01469185,"threshold_uncertainty_score":0.9907712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07544236029188418,"score_gpt":0.3915136370267542,"score_spread":0.3160712767348701,"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."}}