{"id":"W4412663887","doi":"10.1111/obr.70003","title":"Sweet Misery: Association of Sugar Consumption With Anxiety and Depression—A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Obesity Reviews","topic":"Diet, Metabolism, and Disease","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Medicine; Depression (economics); Scopus; Systematic review; Psychological intervention; Cochrane Library; Mental health; Meta-analysis; Environmental health; Clinical psychology; Psychiatry; MEDLINE; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002138598,0.0005253758,0.008098859,0.0001382892,0.00006369087,0.00002351788,0.000171671,0.0002942746,0.0001000961],"category_scores_gemma":[0.003027643,0.0003112573,0.0008485403,0.0004293612,0.00003972287,0.00008733283,0.00007688356,0.0003122979,0.0001131931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137328,"about_ca_system_score_gemma":0.0003692478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005712701,"about_ca_topic_score_gemma":0.000006331635,"domain_scores_codex":[0.9960179,0.00110938,0.001654677,0.0005189381,0.0004591417,0.000239965],"domain_scores_gemma":[0.996103,0.0002822497,0.002170348,0.0009420912,0.0002661372,0.0002361037],"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":[0.000006438719,0.0001256545,0.001568716,0.9198188,0.0002230954,0.000004547561,0.000008288578,1.88937e-9,6.598366e-8,0.00001595159,0.008794348,0.06943413],"study_design_scores_gemma":[0.0002100656,0.00001265013,0.0001062688,0.5507736,0.02543676,0.00001960258,0.000001669005,1.611415e-7,1.411878e-7,0.000001599931,0.4232914,0.0001460437],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005613555,0.9899011,0.00001793729,0.00002370136,0.0001213326,0.00876763,0.00008378302,0.0000369449,0.001041948],"genre_scores_gemma":[8.104194e-7,0.9953415,0.0002412286,0.0004345032,0.00007818021,0.0005513435,0.0002969127,0.00002931862,0.00302624],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4144971,"threshold_uncertainty_score":0.999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02762252674967481,"score_gpt":0.3265085904779426,"score_spread":0.2988860637282678,"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."}}