{"id":"W2036556459","doi":"10.1159/000048862","title":"Epidemiological Aspects of Irritable Bowel Syndrome in Europe and North America","year":2001,"lang":"en","type":"article","venue":"Digestion","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Irritable bowel syndrome; Medicine; Epidemiology; Medical prescription; Population; Referral; Demography; Internal medicine; Family medicine; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0001100824,0.00006547411,0.0001895867,0.00004478044,0.00001482665,0.000002431378,0.00002346807,0.00002678518,0.00002678376],"category_scores_gemma":[0.001284012,0.00005406082,0.0000177673,0.0002527818,0.00008477381,0.00004622585,0.0000156926,0.0001102408,0.00001285102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001200694,"about_ca_system_score_gemma":0.00001816315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002082588,"about_ca_topic_score_gemma":0.00005434911,"domain_scores_codex":[0.9994383,0.00004642902,0.0001668013,0.0001420726,0.00006891949,0.0001374948],"domain_scores_gemma":[0.9996735,0.00008870554,0.00004367128,0.00008224463,0.00004571813,0.00006617226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001112554,0.0001652145,0.9957581,0.00003074738,0.000002626095,0.0001478563,0.00003342214,0.0001129506,0.0002066346,0.0003817309,0.00002622789,0.003023224],"study_design_scores_gemma":[0.0004018751,0.0005829064,0.9972461,0.00008998691,0.000009954668,0.0003779971,0.00004224329,0.0003390169,0.000005549447,0.0004723787,0.0003955098,0.00003650579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921947,0.0001725986,0.0003011091,0.001214935,0.00001414978,0.0001165544,0.000001617314,0.00002257302,0.005961782],"genre_scores_gemma":[0.9990394,0.0001642641,0.0005269118,0.000164208,0.000006881231,0.00000294796,0.00002195034,0.000004138572,0.00006934199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006844675,"threshold_uncertainty_score":0.2204536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651997294008289,"score_gpt":0.2596633289819182,"score_spread":0.2331433560418353,"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."}}