{"id":"W3005746351","doi":"10.1016/j.clnesp.2020.01.012","title":"Can individuals with celiac disease identify gluten-free foods correctly?","year":2020,"lang":"en","type":"article","venue":"Clinical Nutrition ESPEN","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Winnipeg; University of Manitoba; St. Boniface Hospital; Winnipeg Regional Health Authority","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Canadian Institutes of Health Research; Canadian Association of Gastroenterology; National Institutes of Health; Canadian Celiac Association; Manitoba Health Research Council","keywords":"Gluten free; Medicine; Gluten; Cohort; Food labeling; Disease; Internal medicine; Pediatrics; Food science; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003871766,0.0001948171,0.0004538471,0.00008647393,0.00008923858,0.00009151882,0.0003264876,0.00008464738,0.0007733385],"category_scores_gemma":[0.001478966,0.0001607015,0.0002783806,0.0003746271,0.0002169119,0.0001178306,0.000295689,0.0003916228,0.0003285918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004774527,"about_ca_system_score_gemma":0.0002347873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001316832,"about_ca_topic_score_gemma":0.00001342506,"domain_scores_codex":[0.9975064,0.0001601529,0.0005422923,0.0005878885,0.0007880603,0.0004151493],"domain_scores_gemma":[0.9967132,0.0002089418,0.0001082648,0.0006348915,0.0001749149,0.002159788],"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":[0.007729444,0.004765928,0.175432,0.001694889,0.0006361542,0.001672167,0.00009700542,0.000002323324,0.0001667057,0.001132904,0.7875287,0.01914175],"study_design_scores_gemma":[0.02856651,0.003778968,0.3791416,0.0008587151,0.0009763945,0.00001195754,0.0003854334,0.0002879735,0.0002293018,0.00427349,0.580929,0.0005606347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5071642,0.003411912,0.001369324,0.4691795,0.0006909538,0.007183467,0.001008179,0.0007237354,0.009268732],"genre_scores_gemma":[0.9785282,0.002238253,0.001356718,0.01472036,0.001362075,0.0002551971,0.0006692018,0.00005417139,0.0008158485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4713639,"threshold_uncertainty_score":0.8467515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0802788809128833,"score_gpt":0.3970389389373731,"score_spread":0.3167600580244898,"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."}}