{"id":"W4407285276","doi":"10.1093/jcag/gwae059.008","title":"A8 GREATER DISEASE BURDEN AMONG CANADIANS WITH CELIAC DISEASE MOST ECONOMICALLY DEPRIVED: FINDINGS FROM THE NATIONWIDE STATE OF CELIAC SURVEY","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; McMaster University; University of Alberta; Canadian Celiac Association; University of Calgary","funders":"","keywords":"Disease; Medicine; State (computer science); Environmental health; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00056906,0.0002512376,0.0002759476,0.001803371,0.002604492,0.001079675,0.0008211531,0.0003644921,0.003078751],"category_scores_gemma":[0.00217715,0.0001949293,0.000630628,0.004900948,0.0004418026,0.0003117836,0.000867601,0.0006183871,0.0001826543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01095596,"about_ca_system_score_gemma":0.01623502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915599,"about_ca_topic_score_gemma":0.99366,"domain_scores_codex":[0.9991645,0.00004797592,0.00004683766,0.000107988,0.0003439546,0.0002888264],"domain_scores_gemma":[0.9982621,0.00008185778,0.0004053628,0.00004211793,0.0007747054,0.0004339048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003593384,0.00001456982,0.9946182,0.0000574448,0.00004688499,0.00003887973,0.0005028831,0.00003579495,0.00008231719,0.00007401842,0.001941866,0.002551227],"study_design_scores_gemma":[0.000002134921,0.000004975242,0.998504,0.00002588622,0.00001259707,0.0000200285,0.0008025974,0.00006305092,0.0000114246,0.00001060817,0.0005380161,0.000004566967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765249,0.0008651608,0.0001110314,0.000860549,0.00002429376,0.00005235361,0.01680208,0.00001009461,0.004749393],"genre_scores_gemma":[0.9954726,0.0003989986,0.00009929267,0.0001723201,0.000009115209,0.00001539786,0.003470255,0.000002702021,0.0003592594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01095596,"threshold_uncertainty_score":0.07949144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006066018508692,"score_gpt":0.218082782432205,"score_spread":0.212016763923513,"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."}}