{"id":"W2165679820","doi":"10.1136/ebm.14.3.84","title":"Review: fibre, antispasmodics, and peppermint oil are all effective for irritable bowel syndrome","year":2009,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Irritable bowel syndrome; Medicine; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001518646,0.001095949,0.003173091,0.0005148556,0.0002583796,0.00001972381,0.0003626225,0.0002191763,0.0004894253],"category_scores_gemma":[0.004273348,0.0007820718,0.0003923351,0.0003487716,0.0008062985,0.0002057863,0.0001242989,0.001835552,0.00002284819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000353898,"about_ca_system_score_gemma":0.000237325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002632947,"about_ca_topic_score_gemma":0.00001956447,"domain_scores_codex":[0.994916,0.000293476,0.001159832,0.001405308,0.001196327,0.001029064],"domain_scores_gemma":[0.9938009,0.00353756,0.0007721638,0.0008656337,0.0006572687,0.0003665248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002964674,0.00007449999,0.001571914,0.03267854,0.000510959,0.003035674,0.0000898778,4.68421e-7,0.00007606162,0.000005509981,0.9319723,0.0296877],"study_design_scores_gemma":[0.004605354,0.007428159,0.007162202,0.2212419,0.003126629,0.0006848304,0.00007707077,0.00004651077,0.00007069243,0.0001056224,0.7548861,0.0005649422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001016594,0.310558,0.0002027925,0.6843143,0.000814423,0.002528856,0.0001390998,0.0001048615,0.0003210569],"genre_scores_gemma":[0.002546791,0.1160597,0.0006794886,0.864169,0.00925004,0.0008134951,0.001176428,0.0001128033,0.00519225],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1944983,"threshold_uncertainty_score":0.999463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08047979919903303,"score_gpt":0.3613491041460265,"score_spread":0.2808693049469935,"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."}}