{"id":"W4402859216","doi":"10.1155/2024/1382031","title":"Association of Dietary Patterns with Metabolic Syndrome among Middle‐Aged Adults in Shiraz, Iran: Shiraz Heart Study (SHS)","year":2024,"lang":"en","type":"article","venue":"Journal of Nutrition and Metabolism","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Alberta","funders":"Shiraz University; Shiraz University of Medical Sciences","keywords":"Medicine; Metabolic syndrome; Traditional medicine; Southern Iran; Environmental health; Obesity; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007313378,0.0001921186,0.0009114976,0.0004701364,0.00005843652,0.00004100391,0.00005985604,0.00009642568,0.00004965031],"category_scores_gemma":[0.00008440568,0.0001422333,0.0001924342,0.0004590908,0.00004418337,0.0003212503,0.00002647988,0.000443685,0.000001914021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005144139,"about_ca_system_score_gemma":0.00004755174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009487472,"about_ca_topic_score_gemma":0.0001983497,"domain_scores_codex":[0.9980111,0.0001363849,0.0007397615,0.0002097341,0.0006775213,0.0002255002],"domain_scores_gemma":[0.9990692,0.0001407505,0.0002588956,0.0001028639,0.0002720344,0.000156291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002364413,0.008616793,0.9723358,0.002102087,0.00185345,0.001448429,0.002134488,0.000004114409,0.001524191,0.000223114,0.00590995,0.001483159],"study_design_scores_gemma":[0.009104291,0.0009979011,0.9736165,0.002407287,0.0007900324,0.0004172461,0.002827975,0.00001197549,0.0001037456,0.0001389286,0.009448521,0.000135574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968353,0.02814102,0.00000894456,0.002490083,0.0003423244,0.000519935,0.00006577552,0.00001665802,0.00006226551],"genre_scores_gemma":[0.9914879,0.007400938,0.0003207407,0.0001970484,0.0004079312,0.0000268182,0.00001580544,0.00002234928,0.0001204216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02313495,"threshold_uncertainty_score":0.5800107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119159510387446,"score_gpt":0.2663967882602882,"score_spread":0.2452051931564137,"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."}}