{"id":"W3012861469","doi":"10.1016/j.nut.2020.110819","title":"Development of the Dietitian Integrated Evaluation Tool for Gluten-free Diets (DIET-GFD)","year":2020,"lang":"en","type":"article","venue":"Nutrition","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital; Victoria General Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Pfizer Canada; Canadian Association of Gastroenterology; Manitoba Health Research Council; National Institutes of Health; Canadian Celiac Association; Janssen Canada; Canadian Institutes of Health Research; Takeda Canada; Harvard Medical School","keywords":"Medicine; Gluten free; Gluten; Kappa; Coeliac disease; Family medicine; Disease; Internal medicine; 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":[0.0002761691,0.00007204876,0.0001164975,0.00003645321,0.0000697474,0.00001108408,0.00009712838,0.0000332111,0.0001547768],"category_scores_gemma":[0.0004981417,0.00005175621,0.00008883676,0.0001800448,0.00002698237,0.00004591364,0.00006613914,0.00006265758,0.000009376009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107437,"about_ca_system_score_gemma":0.0001962142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004092802,"about_ca_topic_score_gemma":0.00001415008,"domain_scores_codex":[0.9989873,0.00003576473,0.0001970879,0.0001528166,0.0004856635,0.000141363],"domain_scores_gemma":[0.9993413,0.0000202402,0.00004843475,0.0001895918,0.0003110025,0.00008942492],"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":[0.01113543,0.003398073,0.002466137,0.01114096,0.000618604,0.00001098876,0.002200169,0.00001731855,0.1230348,0.003042698,0.300417,0.5425177],"study_design_scores_gemma":[0.02463334,0.00200968,0.1028565,0.001580657,0.0006925769,0.000002395564,0.001627266,0.01421714,0.09240043,0.002976635,0.7566206,0.0003827502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8401918,0.003438799,0.02236775,0.106196,0.0005556945,0.01956501,0.0003103777,0.0002358603,0.007138729],"genre_scores_gemma":[0.9906546,0.000114486,0.007140856,0.0007048785,0.0001588635,0.0006880374,0.0004216808,0.00001402661,0.0001025186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.542135,"threshold_uncertainty_score":0.2110557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06332612619539424,"score_gpt":0.3271627106647164,"score_spread":0.2638365844693221,"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."}}