{"id":"W2059417056","doi":"10.1038/nrgastro.2014.40","title":"A role for the gut microbiota in IBS","year":2014,"lang":"en","type":"review","venue":"Nature Reviews Gastroenterology & Hepatology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":349,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","funders":"Canadian Institutes of Health Research","keywords":"Gut flora; Irritable bowel syndrome; Disease; Observational study; Gut–brain axis; Etiology; Medicine; Biology; Immunology; Bioinformatics; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001367484,0.0008660711,0.003628609,0.0002336596,0.0001474162,0.00002085727,0.001303105,0.002893365,0.00002959879],"category_scores_gemma":[0.0002961029,0.0005674301,0.001374622,0.0001926175,0.0002849313,0.000002973562,0.0003669788,0.001870649,0.00008398845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009071123,"about_ca_system_score_gemma":0.0002886528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001665581,"about_ca_topic_score_gemma":0.001556317,"domain_scores_codex":[0.9945401,0.00142068,0.001530164,0.00125572,0.00006993325,0.001183388],"domain_scores_gemma":[0.9973149,0.0001816646,0.0009376083,0.001349421,0.00008852524,0.0001278816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003526244,0.0002736303,0.001559919,0.02379569,0.0006712446,0.00001444427,0.00002911509,5.619158e-7,0.002492911,0.0002630918,0.136283,0.8342638],"study_design_scores_gemma":[0.0006210122,0.0005111991,0.00009137317,0.001369097,0.0005503745,0.0008102508,0.000002638732,0.000003169025,0.000003301544,0.00001470998,0.9957457,0.0002772297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001352586,0.9940834,0.0002633372,0.000648019,0.0009538007,0.003708422,0.0001410962,0.00001453562,0.00005210349],"genre_scores_gemma":[0.0001180799,0.9903136,0.0006012278,0.005699741,0.0007126841,0.001150041,0.001076497,0.000108517,0.0002195962],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8594627,"threshold_uncertainty_score":0.9996777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171311835171692,"score_gpt":0.3406503561821317,"score_spread":0.3235191726649625,"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."}}