{"id":"W4411015318","doi":"10.1016/j.cdnut.2025.107478","title":"Prevalence and Factors Associated with the Use of Artificial Sweeteners in Nonpregnant, Nonlactating Females of Reproductive Age – A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Current Developments in Nutrition","topic":"Biochemical Analysis and Sensing Techniques","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Health and Medical Research Council","keywords":"Artificial Sweetener; Biology; Food science; Sugar","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008753937,0.001114966,0.007324117,0.008517341,0.0005748133,0.002230684,0.001524095,0.001753587,0.003137727],"category_scores_gemma":[0.04002271,0.001093124,0.00937886,0.01011113,0.0007747824,0.001866619,0.001278844,0.0008172947,0.0001992821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002942796,"about_ca_system_score_gemma":0.01004712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01175199,"about_ca_topic_score_gemma":0.03005069,"domain_scores_codex":[0.9912704,0.002392287,0.004042884,0.0007170247,0.001344085,0.0002333197],"domain_scores_gemma":[0.9716108,0.01923816,0.006620077,0.0003901222,0.001935202,0.0002055939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001873842,0.00001551962,0.00329543,0.9674292,0.01226155,0.00006784011,0.0001943796,0.00005236207,0.00007684829,0.0001139322,0.0007763124,0.01552928],"study_design_scores_gemma":[0.0002746749,0.0002405076,0.01806413,0.8499016,0.120649,0.0003806881,0.0004518284,0.0001055666,0.0001267485,0.0002362585,0.009520224,0.00004872128],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003465516,0.9943726,0.0001326833,0.0001998852,0.00008202137,0.0005969609,0.0009160059,0.000006882914,0.0002274485],"genre_scores_gemma":[0.04134523,0.9545872,0.0009073351,0.0006251997,0.00008296032,0.001639749,0.0006673997,0.000006317422,0.000138535],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01175199,"threshold_uncertainty_score":0.04629582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1561415182489591,"score_gpt":0.3604864896222226,"score_spread":0.2043449713732634,"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."}}