{"id":"W4410183528","doi":"10.1080/09637486.2025.2499045","title":"The impact of nut consumption on vascular endothelial function: a GRADE-assessed systematic review and meta-analysis of data from randomised controlled trials","year":2025,"lang":"en","type":"review","venue":"International Journal of Food Sciences and Nutrition","topic":"Nuts composition and effects","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"Russian Science Foundation","keywords":"Meta-analysis; Nut; Medicine; Randomized controlled trial; Consumption (sociology); Internal medicine","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":[0.02449931,0.003626469,0.0223681,0.009695739,0.0007623959,0.004329978,0.002102833,0.002522474,0.003561473],"category_scores_gemma":[0.06146221,0.001833955,0.03806446,0.008527305,0.0007869127,0.002628956,0.002176211,0.002259851,0.0003727134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003334583,"about_ca_system_score_gemma":0.005372726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005610521,"about_ca_topic_score_gemma":0.01372484,"domain_scores_codex":[0.9818898,0.008101111,0.00624735,0.001486248,0.0018272,0.0004482507],"domain_scores_gemma":[0.9703692,0.02221178,0.004248801,0.0009167852,0.001988344,0.0002650031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001377134,0.00002206525,0.001822653,0.5451004,0.4369851,0.00009435732,0.0000715893,0.0002826364,0.0002294621,0.0001459382,0.0004539389,0.01341471],"study_design_scores_gemma":[0.0004840862,0.000164223,0.001778954,0.03490322,0.9603855,0.00007658284,0.0000330038,0.00010223,0.0001193979,0.0002069634,0.001727709,0.00001810616],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002320306,0.9952285,0.000879126,0.0001776811,0.0001825244,0.0005417518,0.0004252905,0.00002532775,0.0002195331],"genre_scores_gemma":[0.101847,0.8883389,0.00467503,0.001169376,0.0003219917,0.002335775,0.0008973525,0.00004967523,0.0003648919],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02449931,"threshold_uncertainty_score":0.1295663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2249878458419864,"score_gpt":0.4583221797790165,"score_spread":0.2333343339370301,"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."}}