{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008028306,0.0006816773,0.0008276109,0.002222539,0.0003759556,0.001817625,0.0009869095,0.0005227131,0.005642524],"category_scores_gemma":[0.02118578,0.0005109413,0.0009948997,0.001107133,0.0001916559,0.001149089,0.00169851,0.0009045273,0.002613982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009276054,"about_ca_system_score_gemma":0.003682258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003671487,"about_ca_topic_score_gemma":0.006669686,"domain_scores_codex":[0.9961449,0.001527371,0.0007485713,0.0003630581,0.001034466,0.0001816085],"domain_scores_gemma":[0.9884948,0.006086284,0.000728561,0.0004931707,0.003628525,0.000568598],"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":[0.001160827,0.001389917,0.09455566,0.001075968,0.0001939471,0.0003050228,0.0009872677,0.001101142,0.004389899,0.001325048,0.03737451,0.8561408],"study_design_scores_gemma":[0.001812767,0.003399703,0.517152,0.004734152,0.001160073,0.004574944,0.003247741,0.08710431,0.04987112,0.006361246,0.3199648,0.0006172138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3583038,0.003088181,0.4775088,0.008111117,0.001421816,0.02905679,0.02879167,0.04159424,0.05212354],"genre_scores_gemma":[0.1914819,0.001038467,0.7774144,0.001443031,0.0001056335,0.008807724,0.00933712,0.0009574253,0.009414449],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008028306,"threshold_uncertainty_score":0.0424583,"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."}}