{"id":"W1836727043","doi":"10.1017/s136898001500172x","title":"Empirically derived dietary patterns in relation to psychological disorders","year":2015,"lang":"en","type":"article","venue":"Public Health Nutrition","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Tehran University of Medical Sciences and Health Services; Isfahan University of Medical Sciences","keywords":"Medicine; Anxiety; Confounding; Depression (economics); Odds; Odds ratio; Epidemiology; Cross-sectional study; Hospital Anxiety and Depression Scale; Demography; Psychiatry; Logistic regression; Internal medicine; Pathology","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":[0.0005317272,0.0001105398,0.0002592864,0.0001922344,0.00007630909,0.00001732897,0.00005187215,0.00009255581,0.00004763636],"category_scores_gemma":[0.000310158,0.0001008815,0.00005344869,0.0004267183,0.00002413635,0.0001198832,0.00003295931,0.0001932253,0.0000580559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003710235,"about_ca_system_score_gemma":0.00008554409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002643763,"about_ca_topic_score_gemma":0.0003010843,"domain_scores_codex":[0.9984885,0.0001161256,0.0003765071,0.0002957284,0.0003222654,0.0004009018],"domain_scores_gemma":[0.9990038,0.00005055624,0.00005660962,0.0001391727,0.0001251669,0.000624639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001268025,0.01098979,0.7163556,0.0007085027,0.00003631726,0.00003679875,0.001469729,0.000007911137,0.000126902,0.001252807,0.179081,0.08866666],"study_design_scores_gemma":[0.003291326,0.001428251,0.9010888,0.0001339266,0.000002774997,0.00001333151,0.0005493505,0.00004388358,0.000001424518,0.002016766,0.09132829,0.000101931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.646141,0.0005283098,0.001476858,0.3496586,0.0001563349,0.0008629976,0.00002503062,0.0000708993,0.001079943],"genre_scores_gemma":[0.9799021,0.0008902223,0.002388585,0.01597204,0.0002362458,0.0001823912,0.0003985692,0.00001190354,0.00001787835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3337612,"threshold_uncertainty_score":0.411383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1438017275973345,"score_gpt":0.3986930340276746,"score_spread":0.2548913064303401,"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."}}