{"id":"W4366162936","doi":"10.1038/s41591-023-02278-8","title":"Incident type 2 diabetes attributable to suboptimal diet in 184 countries","year":2023,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Population Health Research Institute; University of Alberta; Government of Canada; Statistics Canada; McMaster University","funders":"Bill and Melinda Gates Foundation; National Science Foundation","keywords":"Attributable risk; Demography; Type 2 diabetes; Medicine; Incidence (geometry); Relative risk; Diabetes mellitus; Geography; Confidence interval; Environmental health; Population; Internal medicine; Endocrinology","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":[0.001240871,0.0005120448,0.0006728971,0.0006537084,0.000290777,0.00119681,0.00039771,0.0003520892,0.001983964],"category_scores_gemma":[0.002431255,0.0006060064,0.003081204,0.001649159,0.0002050953,0.0005602359,0.001014552,0.0007963561,0.0004933267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009039156,"about_ca_system_score_gemma":0.001034081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04356267,"about_ca_topic_score_gemma":0.01850626,"domain_scores_codex":[0.9993229,0.0002996174,0.00008392252,0.0001389865,0.00006339445,0.00009133068],"domain_scores_gemma":[0.9994491,0.0001183369,0.000220602,0.00005325364,0.000118379,0.00004019554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003388906,0.00003824001,0.9413834,0.0002775383,0.002321074,0.0002451195,0.0002406739,0.03304342,0.0001163254,0.0007815264,0.00680391,0.01440988],"study_design_scores_gemma":[0.0003172336,0.0002051165,0.9101844,0.0008852363,0.002691236,0.0007702513,0.001039675,0.06238206,0.0002627353,0.002607515,0.01856871,0.00008582577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540303,0.005729361,0.006602522,0.001325137,0.0001136588,0.00007501756,0.02594807,0.0002375178,0.005938471],"genre_scores_gemma":[0.9854085,0.002655121,0.002327789,0.0002791496,0.00003943421,0.0001086343,0.00849126,0.00003622281,0.0006538837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04356267,"threshold_uncertainty_score":0.08661824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146489501047862,"score_gpt":0.3116469703744111,"score_spread":0.2969980202696249,"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."}}