{"id":"W2135376767","doi":"10.1159/000268126","title":"The Role of Pathogenic Microbes and Commensal Bacteria in Irritable Bowel Syndrome","year":2009,"lang":"en","type":"article","venue":"Digestive Diseases","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Irritable bowel syndrome; Medicine; Gut flora; Antibiotics; Inflammation; Pathogenic bacteria; Gastroenterology; Internal medicine; Immunology; Microbiology; Bacteria; Biology","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":[0.00005833626,0.0001008131,0.0001791678,0.00004060545,0.00005943579,0.00001504326,0.00005506608,0.00002174571,0.0000147938],"category_scores_gemma":[0.0002774513,0.00007409221,0.00005131828,0.00008637317,0.000148872,0.0000588588,0.00002232504,0.00007251913,0.000002968905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001574417,"about_ca_system_score_gemma":0.00004633554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006483485,"about_ca_topic_score_gemma":0.000009700319,"domain_scores_codex":[0.9993798,0.00003877839,0.0001581262,0.0001470189,0.00008412181,0.0001921814],"domain_scores_gemma":[0.9995315,0.0001390055,0.00004146611,0.0001312864,0.00005009538,0.0001066503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004010873,0.0003403237,0.9840661,0.00002626503,0.00001194785,0.00004273539,0.0001096638,0.000001491383,0.0106649,0.0003113937,0.0000449416,0.003979107],"study_design_scores_gemma":[0.0006531219,0.0004538237,0.9956571,0.0001530584,0.00004659559,0.00005852515,0.0008986268,0.00004011833,0.0002457618,0.001563085,0.0001730507,0.00005712343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945037,0.004093922,0.000002694042,0.0006710581,0.00001342543,0.000203457,0.00006027824,0.0000163132,0.0004351101],"genre_scores_gemma":[0.9995859,0.0000692228,0.00008742027,0.0001625309,0.000006344817,0.000006381529,0.00002685434,0.000005582339,0.00004980694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01159097,"threshold_uncertainty_score":0.3021393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004831089550518531,"score_gpt":0.2231736899563815,"score_spread":0.218342600405863,"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."}}