{"id":"W4410869724","doi":"10.1016/j.cdnut.2025.106172","title":"Non-nutritive-Sweetened Beverages Are Similar to Water in SSBs Reduction: Strategies to Oppose Sugars With Non-nutritive Sweeteners or Water (STOP Sugars NOW) Trial","year":2025,"lang":"en","type":"article","venue":"Current Developments in Nutrition","topic":"Natural Products and Biological Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Government of Canada; Agriculture and Agri-Food Canada; University of Toronto","funders":"","keywords":"Food science; Sweetening agents; Chemistry; Artificial Sweetener; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007457056,0.0005028078,0.0008427516,0.001260368,0.0001868559,0.0001633019,0.0003098994,0.0002880422,0.0001072001],"category_scores_gemma":[0.0001980027,0.0002838187,0.0000947762,0.001322917,0.0001406989,0.0003577253,0.000270743,0.0007997387,0.00006261302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008117855,"about_ca_system_score_gemma":0.0003688508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003925111,"about_ca_topic_score_gemma":0.00009047811,"domain_scores_codex":[0.9960719,0.0001474685,0.0008316244,0.001163698,0.0006882049,0.001097141],"domain_scores_gemma":[0.9985974,0.00007694055,0.0000631109,0.0003200645,0.0006226769,0.0003198096],"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":[0.5326884,0.01704089,0.01839901,0.008238436,0.0007388667,0.002232238,0.006572501,0.0001819937,0.2735199,0.0001790108,0.04343176,0.09677693],"study_design_scores_gemma":[0.1483803,0.007030774,0.06233333,0.01814278,0.000130037,0.00006454952,0.008989193,0.00003600725,0.6762779,0.001364574,0.07518019,0.002070317],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822767,0.0003047379,0.0001005851,0.01024662,0.001048559,0.005547842,0.00003131233,0.00005788152,0.0003857172],"genre_scores_gemma":[0.9919464,0.00136763,0.002944489,0.000443029,0.0003934442,0.001175043,0.0005318203,0.00003211921,0.001166037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.402758,"threshold_uncertainty_score":0.9999614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04015323484625213,"score_gpt":0.3640479659813953,"score_spread":0.3238947311351432,"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."}}