{"id":"W4404912856","doi":"10.1016/j.advnut.2024.100328","title":"Non-nutritive Sweeteners and Health: Reconciling Evidence and Interrogating Guideline Disconnects","year":2024,"lang":"en","type":"review","venue":"Advances in Nutrition","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Diabetes Canada","keywords":"Guideline; Artificial Sweetener; Medicine; Food science; Biology; 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":[0.01314516,0.001047764,0.004982405,0.005027562,0.000468715,0.003413997,0.002413462,0.002967722,0.002788196],"category_scores_gemma":[0.03107355,0.0006808323,0.002475488,0.006063356,0.001289462,0.003261153,0.002021084,0.003513545,0.00047647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002812202,"about_ca_system_score_gemma":0.009257087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005427991,"about_ca_topic_score_gemma":0.02291821,"domain_scores_codex":[0.9942833,0.002511824,0.001494315,0.0003673312,0.001173809,0.0001695454],"domain_scores_gemma":[0.9755307,0.01932846,0.00232497,0.000328383,0.00225567,0.0002317922],"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":[0.000307986,0.00006429885,0.000939289,0.3130821,0.005334893,0.0001539263,0.0004921262,0.0003100567,0.0005132282,0.007496439,0.01939733,0.6519082],"study_design_scores_gemma":[0.0003391177,0.0002002666,0.003620685,0.5718598,0.01576287,0.0004147934,0.0007957887,0.0003354253,0.0003512616,0.01045144,0.395789,0.0000795953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001340148,0.997331,0.00008865564,0.00194009,0.0001857801,0.00001314192,0.00003006044,0.000002881494,0.0002743789],"genre_scores_gemma":[0.002016017,0.9951191,0.0005984263,0.001963716,0.000172318,0.00002469895,0.00004118684,0.000002309939,0.00006226273],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01314516,"threshold_uncertainty_score":0.0695191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214743125054138,"score_gpt":0.4705726648176841,"score_spread":0.3490983523122703,"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."}}