{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000688464,0.000430981,0.0005971447,0.0001773541,0.0002007068,0.0002429251,0.0001403496,0.0005067214,0.00132184],"category_scores_gemma":[0.0007228922,0.0002285912,0.000466048,0.0001567735,0.0002132485,0.0002259175,0.0002098021,0.0005100391,0.0001384769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299646,"about_ca_system_score_gemma":0.0001516149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004433152,"about_ca_topic_score_gemma":0.0006221093,"domain_scores_codex":[0.9997658,0.0001091358,0.00002216887,0.00004240183,0.00002976521,0.00003069963],"domain_scores_gemma":[0.9997421,0.00009208314,0.0000566115,0.00002292323,0.0000261645,0.00006003622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.821932,0.030915,0.01924088,0.0006231827,0.0006563861,0.0001222171,0.0002689396,0.000298356,0.07621403,0.00006282108,0.000270815,0.04939536],"study_design_scores_gemma":[0.01113583,0.9008829,0.07984122,0.00002673975,0.0004190069,0.00005266647,0.0001481652,0.0003188386,0.006517517,0.00003566274,0.000604549,0.00001702922],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995313,0.0001828552,0.00004574485,0.000009268838,0.00001494618,0.00005258064,0.00003062653,0.00000302328,0.0001297899],"genre_scores_gemma":[0.9984994,0.000270933,0.0003432755,0.00008222357,0.00002070104,0.0001140996,0.000092538,0.000002204607,0.0005747374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00132184,"threshold_uncertainty_score":0.004422009,"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."}}