{"id":"W4308924438","doi":"10.1016/j.jcjd.2022.09.044","title":"Aligning Dietary Intake to Nutrient Metabolism in Experimental Models of the HNF-1αG319S Variant","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Context (archaeology); Endocrinology; Type 2 diabetes; Hepatocyte nuclear factors; Internal medicine; Secretion; Insulin; Metabolism; Diabetes mellitus; Gene; Gene expression; Genetics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000630723,0.000747553,0.0006700595,0.00074963,0.0007368606,0.0007146625,0.0006555289,0.001266538,0.003527494],"category_scores_gemma":[0.0005403365,0.0004462545,0.0008342711,0.0007778402,0.001313211,0.0004737906,0.0005282923,0.002055065,0.0004886863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002206461,"about_ca_system_score_gemma":0.001396497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152282,"about_ca_topic_score_gemma":0.01843264,"domain_scores_codex":[0.9993142,0.0001155214,0.00004709256,0.0002247899,0.0001483549,0.0001501465],"domain_scores_gemma":[0.9995317,0.00007246478,0.0001344137,0.00008128769,0.00004458949,0.0001355981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03358881,0.002213068,0.006542833,0.000192221,0.0002454447,0.0003910357,0.0001821037,0.001239825,0.9429839,0.001166267,0.001067663,0.01018689],"study_design_scores_gemma":[0.005004571,0.02342608,0.1087897,0.0002135797,0.001434619,0.002271566,0.001930736,0.01297255,0.8118107,0.003761331,0.02803158,0.0003529305],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918178,0.0007619004,0.002912308,0.0006387995,0.0002935527,0.00009250225,0.002299572,0.0001162764,0.00106714],"genre_scores_gemma":[0.9870254,0.0008906377,0.003881874,0.0004695817,0.00004863781,0.0004670207,0.001695905,0.0002096173,0.005311292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01152282,"threshold_uncertainty_score":0.02291149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179873728918086,"score_gpt":0.2316857026079545,"score_spread":0.2098869653187737,"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."}}