{"id":"W4415304065","doi":"10.1111/nmo.70182","title":"Response to Maximilian and Gasche","year":2025,"lang":"en","type":"letter","venue":"Neurogastroenterology & Motility","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University","funders":"","keywords":"Small intestinal bacterial overgrowth; Lactulose; Intestinal Microbiome; Microbiome; Hydrogen breath test; Ileum; Inflammatory Bowel Diseases","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008521466,0.001716518,0.002614628,0.001256359,0.003832381,0.00472079,0.003795326,0.04040536,0.00947617],"category_scores_gemma":[0.09091271,0.001042987,0.00171902,0.000729193,0.004232856,0.005482539,0.003134896,0.05557123,0.008087454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00458227,"about_ca_system_score_gemma":0.005458063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003667013,"about_ca_topic_score_gemma":0.003738665,"domain_scores_codex":[0.9931947,0.002294857,0.0006771716,0.001051687,0.002070479,0.0007112356],"domain_scores_gemma":[0.9727411,0.01183357,0.001541695,0.001012012,0.009433993,0.003437628],"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":[0.00003306938,0.000008392566,0.00009179075,0.00006340157,0.000007952744,0.0007505895,0.00012596,0.00002332885,0.00006238298,0.0005286607,0.9959204,0.002383993],"study_design_scores_gemma":[0.00005572622,0.00006148531,0.0005076532,0.0006299898,0.00001950052,0.003575441,0.0007793782,0.000220446,0.0002156376,0.002473128,0.991367,0.00009448743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001886518,0.00225213,0.0001258201,0.9018424,0.09474614,0.00002493644,0.00003963221,0.0000709727,0.0007093589],"genre_scores_gemma":[0.002469762,0.001069612,0.0002020108,0.9409495,0.05179431,0.00007072552,0.00002209161,0.00003818879,0.003383837],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04040536,"threshold_uncertainty_score":0.04506636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008257629384970912,"score_gpt":0.2516884621532922,"score_spread":0.2434308327683213,"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."}}