{"id":"W3007815747","doi":"10.1039/c9fo02674f","title":"Food prototype containing resistant starch type 4 on postprandial glycemic response in healthy adults","year":2020,"lang":"en","type":"article","venue":"Food & Function","topic":"Food composition and properties","field":"Nursing","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ingredion (Canada)","funders":"","keywords":"Postprandial; Glycemic; Resistant starch; Starch; Food science; Population; Type 2 diabetes; Insulin; Chemistry; Medicine; Endocrinology; Internal medicine; Biology; Diabetes mellitus; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"nonrandomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002578716,0.000170477,0.0002014815,0.000151311,0.0001596379,0.00004818933,0.00009538361,0.0001099317,0.00007147698],"category_scores_gemma":[0.0002286411,0.0001620674,0.00005112756,0.0004099569,0.00002768766,0.0001242252,0.00002392301,0.000381573,0.0001396634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663311,"about_ca_system_score_gemma":0.00009143713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005350517,"about_ca_topic_score_gemma":0.0001389743,"domain_scores_codex":[0.9983123,0.0004239534,0.0003187753,0.0003667489,0.0002749126,0.0003032972],"domain_scores_gemma":[0.9993778,0.0001289183,0.00008581674,0.0001810826,0.00009900871,0.000127306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9927247,0.00008246094,0.0001540779,0.00007419175,0.00002069638,0.000004270095,0.00271254,0.00005832575,0.001005923,0.00007092263,0.0000108812,0.00308098],"study_design_scores_gemma":[0.004395409,0.9829543,0.003182898,0.0001720536,0.00001228919,0.00000309073,0.0006221418,0.0002676543,0.0001703801,0.00007508109,0.007961747,0.0001829473],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98987,0.0003087489,0.0000102479,0.007227903,0.0009273575,0.0009691316,0.00001857308,0.0001818751,0.0004861292],"genre_scores_gemma":[0.9959398,0.000003946408,0.00005123754,0.003615751,0.0002470578,0.00006847547,0.0000384642,0.00003483715,4.446992e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9883293,"threshold_uncertainty_score":0.6608915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04036839802294327,"score_gpt":0.2659154342686986,"score_spread":0.2255470362457553,"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."}}