{"id":"W4221120861","doi":"10.1111/nmo.14356","title":"Long‐term personalized low FODMAP diet in IBS","year":2022,"lang":"en","type":"review","venue":"Neurogastroenterology & Motility","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Irritable bowel syndrome; Psychological intervention; Medicine; Intensive care medicine; Internal medicine; Psychiatry","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006564341,0.0009455712,0.003473716,0.0005150441,0.0001336832,0.00002711889,0.0006270655,0.0003437486,0.002688054],"category_scores_gemma":[0.0006611721,0.000908261,0.001473639,0.0004571601,0.000613251,0.0001010329,0.0005421436,0.002862902,0.00008981668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004070108,"about_ca_system_score_gemma":0.0003084331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005097027,"about_ca_topic_score_gemma":0.0001735936,"domain_scores_codex":[0.9937883,0.001443455,0.001361822,0.00163488,0.0005411187,0.001230404],"domain_scores_gemma":[0.9974118,0.000349266,0.0004820895,0.001277505,0.00005847013,0.0004208189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0010961,0.004162394,0.6867995,0.03092573,0.0003462726,0.003385124,0.0001306875,0.00000254547,0.000001253312,0.00001083993,0.0006378248,0.2725018],"study_design_scores_gemma":[0.005466393,0.00653655,0.5616708,0.0042629,0.001750601,0.003185276,0.00004454609,0.00002178634,1.275321e-7,0.0000262121,0.4168656,0.000169183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.110448,0.883954,0.00006882266,0.0005501103,0.0009121196,0.00311497,0.0002422348,0.0002616168,0.0004480683],"genre_scores_gemma":[0.00643451,0.9901799,0.0001340306,0.001431956,0.0001381984,0.0004441302,0.0008598994,0.0001368102,0.0002405606],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4162278,"threshold_uncertainty_score":0.9994375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05920250307504527,"score_gpt":0.3378144062196529,"score_spread":0.2786119031446077,"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."}}