{"id":"W4213282424","doi":"10.1038/s41598-022-06212-9","title":"Dietary carbohydrate and the risk of type 2 diabetes: an updated systematic review and dose–response meta-analysis of prospective cohort studies","year":2022,"lang":"en","type":"review","venue":"Scientific Reports","topic":"Diet and metabolism studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Prospective cohort study; Type 2 diabetes; Meta-analysis; Cohort study; Hazard ratio; Internal medicine; Diabetes mellitus; Cohort; Lower risk; Confidence interval; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01796003,0.0004622603,0.01392339,0.0006005495,0.0002822416,0.00003897148,0.0001496997,0.00006680757,0.00009566566],"category_scores_gemma":[0.003797602,0.0002128377,0.001788947,0.003138179,0.001374952,0.00007683063,0.0003347487,0.0002594549,5.983738e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004075888,"about_ca_system_score_gemma":0.0002371759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002838206,"about_ca_topic_score_gemma":0.00001331099,"domain_scores_codex":[0.9934717,0.002209481,0.002281602,0.0009911079,0.0008146247,0.0002314614],"domain_scores_gemma":[0.9932864,0.0007376549,0.003373216,0.001836662,0.0006667249,0.00009930981],"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":[0.00004834806,0.00008952361,0.0003622399,0.4258955,0.5712947,0.00005995198,0.001042957,5.680542e-7,0.000002853928,0.000007747835,0.0005737891,0.0006217773],"study_design_scores_gemma":[0.0001065674,0.00008116854,0.0003433386,0.009141571,0.967985,0.0000191933,0.0002897599,0.000004228009,0.00000141593,0.00007642743,0.02177558,0.0001757701],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002753114,0.990422,5.07054e-8,0.00002905848,0.0007784902,0.005841113,0.00008083531,0.00001927825,0.00007612824],"genre_scores_gemma":[0.0008492197,0.9966781,0.00002218316,0.00002535067,0.000009897256,0.0008227588,0.0001980049,0.00002618779,0.001368339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4167539,"threshold_uncertainty_score":0.9517751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07998695051285232,"score_gpt":0.3597587415215064,"score_spread":0.2797717910086541,"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."}}