{"id":"W4407823102","doi":"10.1093/jcag/gwae047","title":"Is the microbiome important in celiac disease?","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Microbiome; Disease; Population; Pathogenesis; Immunology; Dysbiosis; Biology; Medicine; Bioinformatics; Pathology","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":[0.0010573,0.0002790912,0.0006489457,0.0006690995,0.0008493691,0.002639557,0.000331588,0.001622926,0.005473421],"category_scores_gemma":[0.00288171,0.0001559626,0.0003148825,0.000676495,0.001395202,0.001258173,0.0009861196,0.001560064,0.0006067536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091352,"about_ca_system_score_gemma":0.001352486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00686191,"about_ca_topic_score_gemma":0.006849649,"domain_scores_codex":[0.9994538,0.0002010494,0.00003349117,0.00008425768,0.0001149091,0.0001124806],"domain_scores_gemma":[0.9986914,0.000348451,0.0002650219,0.0000521215,0.0003128731,0.0003301757],"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":[0.003078152,0.0004335071,0.2435588,0.007141291,0.001024032,0.004099366,0.004277187,0.0003816005,0.01901246,0.04840429,0.1701803,0.498409],"study_design_scores_gemma":[0.0002607607,0.0007451861,0.3498417,0.01282382,0.0008091198,0.009426856,0.01091543,0.001037898,0.003415896,0.07577268,0.534762,0.0001887111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1065483,0.6534588,0.001675789,0.2090013,0.007725505,0.00004257412,0.0009082101,0.00007397663,0.02056549],"genre_scores_gemma":[0.6386857,0.3174264,0.002331295,0.02662909,0.007695413,0.00005476425,0.0005081332,0.00002747626,0.00664171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00686191,"threshold_uncertainty_score":0.01831049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006253074156075749,"score_gpt":0.2564394048960602,"score_spread":0.2501863307399844,"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."}}