{"id":"W2954411826","doi":"10.1136/bmj.l4697","title":"Omega-3, omega-6, and total dietary polyunsaturated fat for prevention and treatment of type 2 diabetes mellitus: systematic review and meta-analysis of randomised controlled trials","year":2019,"lang":"en","type":"review","venue":"BMJ","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":316,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Penn State College of Medicine; Akershus Universitetssykehus; Universitetet i Bergen; Università degli Studi di Pavia; Universidad de Valladolid; Royal Adelaide Hospital; University of Wollongong; National Institutes of Health; Rijksuniversiteit Groningen; University of Bristol; University of Pennsylvania; University of Aberdeen; Commonwealth Scientific and Industrial Research Organisation; Odense Universitetshospital; University of Southampton; Virginia Commonwealth University; McMaster University; Wageningen University and Research; London School of Hygiene and Tropical Medicine; Tehran University of Medical Sciences and Health Services; Pennsylvania State University; Istituto di Ricerche Farmacologiche Mario Negri - IRCCS","keywords":"Medicine; Diabetes mellitus; Internal medicine; Confidence interval; Relative risk; Meta-analysis; Randomized controlled trial; Type 2 diabetes; Insulin resistance; Polyunsaturated fatty acid; Insulin; Endocrinology; Fatty acid; Chemistry; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02191726,0.00426801,0.03255383,0.01127847,0.000868508,0.004681205,0.002821883,0.003129105,0.00518134],"category_scores_gemma":[0.05636122,0.002265687,0.03951525,0.01120876,0.001185405,0.002683328,0.002021543,0.002260098,0.0004195873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00512396,"about_ca_system_score_gemma":0.007647411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008365523,"about_ca_topic_score_gemma":0.01730003,"domain_scores_codex":[0.9802448,0.01017824,0.005311548,0.001541155,0.002319946,0.0004045252],"domain_scores_gemma":[0.9774559,0.01422574,0.005382925,0.0006019453,0.002015838,0.0003175461],"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":[0.001722008,0.00002682756,0.0008249398,0.6772836,0.3078921,0.0000807164,0.00006973056,0.0003879401,0.0001573028,0.0001351543,0.0006573422,0.01076218],"study_design_scores_gemma":[0.001396682,0.000279003,0.001592008,0.09787793,0.8959644,0.0001025525,0.00006332082,0.0002629516,0.0001800106,0.0003127944,0.001929302,0.00003891789],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00184115,0.9957871,0.0004953369,0.0001538917,0.0002188162,0.001007294,0.0003096979,0.00002771959,0.0001589481],"genre_scores_gemma":[0.05430536,0.9354953,0.003770592,0.0008147602,0.0002743004,0.004402958,0.0005173896,0.00003285137,0.0003864272],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9674461,"threshold_uncertainty_score":0.1159109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.203313409882845,"score_gpt":0.4454894427483058,"score_spread":0.2421760328654608,"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."}}