{"id":"W2114058582","doi":"10.1136/gut.2009.202234","title":"Eight year prognosis of postinfectious irritable bowel syndrome following waterborne bacterial dysentery","year":2010,"lang":"en","type":"article","venue":"Gut","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":225,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University; Population Health Research Institute; McMaster University Medical Centre","funders":"","keywords":"Medicine; Irritable bowel syndrome; Internal medicine; Cohort; Diarrhea; Outbreak; Depression (economics); Cohort study; Disease; Functional gastrointestinal disorder; Dysentery; Gastroenterology; Pediatrics","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":[0.0001482763,0.0001211551,0.0002536743,0.00007860906,0.0000453164,0.00001708985,0.00007052697,0.00007370373,0.0004020097],"category_scores_gemma":[0.0002388283,0.0001050676,0.0001542929,0.00009692788,0.00005961952,0.00009214281,0.00004404399,0.0002122569,0.0001090505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001245272,"about_ca_system_score_gemma":0.00004827804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002290652,"about_ca_topic_score_gemma":0.00004642372,"domain_scores_codex":[0.9991241,0.00001801896,0.0002327917,0.0002002059,0.0001669388,0.0002579355],"domain_scores_gemma":[0.999523,0.00003496546,0.00005495402,0.0002103724,0.00006028867,0.000116364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002198535,0.0005313993,0.6427779,0.0001928752,0.00008097196,0.0001659325,0.0001252733,6.964001e-7,0.3548964,0.00004824333,0.0005521789,0.0004082838],"study_design_scores_gemma":[0.002724926,0.001275777,0.983596,0.0002651073,0.0001935128,0.0008376224,0.0001006358,0.00003054459,0.009320743,0.0001862991,0.001310206,0.0001586863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953798,0.00001208209,0.00002980107,0.0004508749,0.0006918985,0.0002702727,0.00001107481,0.0000645194,0.003089656],"genre_scores_gemma":[0.9974595,0.000001186375,0.001946219,0.00005681686,0.00008660682,0.00001166354,0.00003818326,0.00001916678,0.0003806146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3455756,"threshold_uncertainty_score":0.4401724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006942022397244391,"score_gpt":0.2273470152713896,"score_spread":0.2204049928741452,"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."}}