{"id":"W4406791630","doi":"10.1016/j.giec.2024.12.005","title":"Celiac Disease in Specific Populations","year":2025,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy Clinics of North America","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Institutes of Health","keywords":"Medicine; Disease; Intensive care medicine; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0002621346,0.0005349682,0.002337392,0.0009872752,0.00004924657,0.00002231654,0.0003974088,0.00004821371,0.0001905465],"category_scores_gemma":[0.002432283,0.0004861711,0.001081633,0.001453239,0.0002713986,0.00005799828,0.0003236618,0.0007609906,0.0001362004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002032368,"about_ca_system_score_gemma":0.001942886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007386636,"about_ca_topic_score_gemma":0.0000296043,"domain_scores_codex":[0.996077,0.000244967,0.001611421,0.0007553195,0.0006303165,0.0006810001],"domain_scores_gemma":[0.9964945,0.0008711967,0.0006263223,0.001041559,0.0002016895,0.000764696],"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":[0.0004548019,0.0009019909,0.0180595,0.03214521,0.00007016784,0.0007195912,0.000002945205,0.00003706733,5.163441e-8,0.00007470768,0.003548784,0.9439852],"study_design_scores_gemma":[0.0007463472,0.0004893341,0.01017831,0.04845675,0.0009802472,0.00002913671,0.000009341053,0.00004547422,1.328579e-8,0.00004167733,0.9387526,0.0002707894],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002873073,0.9944075,0.001216814,0.0001646767,0.0001707437,0.002091108,0.0006016839,0.00006141829,0.001257336],"genre_scores_gemma":[0.00002986335,0.9800958,0.01663959,0.00007859278,0.000147505,0.0002118084,0.001923783,0.00005403086,0.0008190071],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9437144,"threshold_uncertainty_score":0.999759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06869492715221558,"score_gpt":0.4043230182101756,"score_spread":0.33562809105796,"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."}}