{"id":"W4409327695","doi":"10.3390/healthcare13080850","title":"Bidirectional Relationship Between Nutrition and Mental Health and Its Impact on the Health of Canadian Immigrants: An Integrative Review","year":2025,"lang":"en","type":"review","venue":"Healthcare","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut du Savoir Montfort; University of Ottawa","funders":"","keywords":"CINAHL; Mental health; PsycINFO; Acculturation; Gerontology; Population; Immigration; Scopus; Medicine; MEDLINE; Psychology; Environmental health; Psychological intervention; Psychiatry; Geography; Political science","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00246215,0.0005134757,0.002332902,0.001335688,0.003732888,0.00001351007,0.0002273334,0.0005486714,0.00008612356],"category_scores_gemma":[0.0007768049,0.0003469471,0.0002315429,0.001647576,0.00009557913,0.0001537512,0.00007302588,0.002408475,0.00002406304],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001876938,"about_ca_system_score_gemma":0.0139233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2209771,"about_ca_topic_score_gemma":0.2823533,"domain_scores_codex":[0.990355,0.00588363,0.001960924,0.0006068043,0.0003622943,0.0008313237],"domain_scores_gemma":[0.9938824,0.002648837,0.001399043,0.0004555411,0.0002896243,0.001324539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003546075,0.00009326679,0.01177839,0.6627401,0.0001180501,9.142315e-7,0.007309929,3.222917e-8,1.254638e-9,0.04633713,0.06961047,0.2019762],"study_design_scores_gemma":[0.0002432717,0.0006874712,0.00657462,0.3339886,0.0000599251,0.00000600997,0.002027624,0.000002401096,3.310647e-9,0.0005020765,0.6556921,0.0002159577],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001136587,0.9104369,5.017414e-7,0.07054641,0.0003789791,0.008331992,0.009980547,0.00004397502,0.0001670375],"genre_scores_gemma":[0.001443379,0.9849104,0.00004726894,0.008082457,0.0002355032,0.0006939022,0.004399902,0.00003877276,0.0001484678],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5860816,"threshold_uncertainty_score":0.9998983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3717999128414987,"score_gpt":0.5612836395714219,"score_spread":0.1894837267299233,"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."}}