{"id":"W4394060976","doi":"10.1053/j.gastro.2024.02.049","title":"Nutrition Assessment and Management in Celiac Disease","year":2024,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Gluten free; Dietary management; Overweight; Obesity; Disease; Gluten; Intensive care medicine; Narrative review; Environmental health; Internal medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001317148,0.00008760057,0.0001248606,0.0002859361,0.00001650595,0.00002864071,0.00003476007,0.00001661388,0.0001070765],"category_scores_gemma":[0.000003171917,0.00007944976,0.00004592779,0.0000864606,0.0000482857,0.00005041528,0.0001068867,0.0001110077,0.00002841591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000809,"about_ca_system_score_gemma":0.00001954096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006444965,"about_ca_topic_score_gemma":0.00001232877,"domain_scores_codex":[0.9990859,0.00004106789,0.0001313312,0.0002800389,0.0001576887,0.0003039972],"domain_scores_gemma":[0.9995856,0.000009292263,0.000007799192,0.0001461337,0.00001073543,0.0002404941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006179213,0.0038617,0.6922879,0.01562201,0.001019492,0.03565513,0.0001116102,0.00001955714,0.0007064486,0.03183383,0.07790082,0.1348023],"study_design_scores_gemma":[0.002826137,0.0005631144,0.9350696,0.0004252646,0.0001498785,0.00004642536,0.00008676513,0.002665433,0.000003692934,0.001000374,0.05710029,0.00006304649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683007,0.003640027,0.001980773,0.02140247,0.0002466119,0.001439162,0.00002258826,0.0001134179,0.002854257],"genre_scores_gemma":[0.9927049,0.005129596,0.0006677326,0.0006462267,0.00006781912,0.0003005033,0.00006762305,0.00001184882,0.0004037989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2427817,"threshold_uncertainty_score":0.3239867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271260178883463,"score_gpt":0.3369707529326634,"score_spread":0.3242581511438288,"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."}}