{"id":"W4415914472","doi":"10.26685/urncst.879","title":"Celiac Disease","year":2025,"lang":"","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Malabsorption; Bloating; Coeliac disease; Disease; Villous atrophy; Immune system; Diarrhea; Gluten free; Small intestine; Diabetes mellitus","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":[0.0006181994,0.0005886912,0.0008419854,0.001030879,0.0007738387,0.00194097,0.0006617797,0.00115572,0.05461199],"category_scores_gemma":[0.002408453,0.0001298965,0.0004596414,0.001275465,0.0006134275,0.001047675,0.001239966,0.001762044,0.02113469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100862,"about_ca_system_score_gemma":0.00107418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002892088,"about_ca_topic_score_gemma":0.002847363,"domain_scores_codex":[0.9993,0.0001413287,0.00007784426,0.0001259636,0.0002043087,0.0001506063],"domain_scores_gemma":[0.9993179,0.0001212326,0.0001172092,0.00004382883,0.0002781362,0.0001217026],"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":[0.0004095022,0.0001481974,0.02316217,0.00447131,0.0001385186,0.005535674,0.0007495236,0.0001657794,0.001446165,0.01453552,0.3969063,0.5523312],"study_design_scores_gemma":[0.00005750891,0.0000793881,0.01045873,0.002883636,0.00008924789,0.01851966,0.0004407587,0.00008703277,0.0002780767,0.004167445,0.9629077,0.00003078779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02600244,0.3953025,0.006008048,0.04509054,0.01390186,0.0004686193,0.00939176,0.001430579,0.5024036],"genre_scores_gemma":[0.345788,0.2864524,0.01558268,0.06545036,0.01367789,0.0005808804,0.01758824,0.0004651056,0.2544144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05461199,"threshold_uncertainty_score":0.1826953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04839804800739739,"score_gpt":0.4594556505145682,"score_spread":0.4110576025071708,"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."}}