{"id":"W3198272506","doi":"10.1111/obr.13330","title":"Are fatty nuts a weighty concern? A systematic review and meta‐analysis and dose–response meta‐regression of prospective cohorts and randomized controlled trials","year":2021,"lang":"en","type":"review","venue":"Obesity Reviews","topic":"Nuts composition and effects","field":"Nursing","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; University of Saskatchewan; St. Michael's Hospital","funders":"Institute of Nutrition, Metabolism and Diabetes; Banting and Best Diabetes Centre, University of Toronto; Peterborough K. M. Hunter Charitable Foundation; Novo Nordisk; Almond Board of California; Generalitat Valenciana; Danish Cancer Society Research Center; Herbalife Nutrition; Alberta Pulse Growers Commission; Coca-Cola Foundation; Loblaw Companies Limited; Canola Council of Canada; Canada Research Chairs; Soy Nutrition Institute; Saskatchewan Pulse Growers; Agriculture and Agri-Food Canada; Advanced Foods and Materials Network; Junta de Andalucía; Diabetes Canada; Danone; California Strawberry Commission; Alpro Foundation; Peanut Institute; Canadian Institutes of Health Research; PepsiCo; AstraZeneca; Dairy Farmers of Canada; Kellogg's; Abbott Laboratories","keywords":"Meta-analysis; Meta-regression; Medicine; Randomized controlled trial; Prospective cohort study; Environmental health; Internal medicine","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":[0.05481464,0.003402381,0.0213607,0.007645968,0.0007708339,0.005087878,0.002815227,0.002950793,0.003137124],"category_scores_gemma":[0.1017424,0.002440147,0.05045553,0.008165466,0.001310215,0.002564265,0.001935157,0.003133958,0.0003562698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003591165,"about_ca_system_score_gemma":0.004478273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006252318,"about_ca_topic_score_gemma":0.00998728,"domain_scores_codex":[0.9570514,0.02621741,0.00957295,0.002845009,0.003740575,0.0005727895],"domain_scores_gemma":[0.9211394,0.06147348,0.01046271,0.002572788,0.003949326,0.0004021911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001803285,0.00002817611,0.004179075,0.2360608,0.7435889,0.0001002457,0.00008395565,0.0004908281,0.0001418036,0.0002198293,0.0007209567,0.0125821],"study_design_scores_gemma":[0.0006193959,0.000218156,0.004090954,0.0336174,0.9585735,0.00008450905,0.0000480888,0.0003275923,0.000129926,0.0005536642,0.00170516,0.00003171242],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002923711,0.9949045,0.0008320113,0.0004617198,0.0002179935,0.0002508509,0.000229284,0.00002033331,0.0001596616],"genre_scores_gemma":[0.1523092,0.8369418,0.005143486,0.001921213,0.0006775837,0.001970534,0.0006547099,0.00005402031,0.0003273941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05481464,"threshold_uncertainty_score":0.2898909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097597101838528,"score_gpt":0.3979238360090573,"score_spread":0.2881641258252046,"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."}}