{"id":"W4408415095","doi":"10.3390/nu17061005","title":"Gender, Adverse Changes in Social Engagement and Risk of Unhealthy Eating: A Prospective Cohort Study of the Canadian Longitudinal Study on Aging (2011–2021)","year":2025,"lang":"en","type":"article","venue":"Nutrients","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Providence Health Care; BC Children's Hospital; Providence Health Care Research Institute; University of Waterloo; Centre for Advancing Health Outcomes; Research Institute for Aging; University of British Columbia","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Michael Smith Health Research BC","keywords":"Odds; Odds ratio; Longitudinal study; Social isolation; Demography; Logistic regression; Cohort study; Prospective cohort study; Medicine; Social engagement; Cohort; Gerontology; Internal medicine; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00153672,0.0005969848,0.0006099644,0.001070759,0.002534048,0.001267897,0.001360213,0.0008304319,0.001559695],"category_scores_gemma":[0.001891756,0.0004935422,0.001100465,0.002698873,0.0003915152,0.0004462722,0.0008810587,0.001303493,0.0002512989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006182791,"about_ca_system_score_gemma":0.009817165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9583367,"about_ca_topic_score_gemma":0.9771061,"domain_scores_codex":[0.9990805,0.00007653848,0.00004372558,0.0001924738,0.0002714873,0.0003353204],"domain_scores_gemma":[0.9987416,0.00003559994,0.0002245542,0.0001020693,0.0005477301,0.000348595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001190929,0.00003843604,0.995663,0.00002603286,0.0001655907,0.00005505498,0.0002597975,0.00003042043,0.0001158609,0.00007414311,0.001846031,0.001606471],"study_design_scores_gemma":[0.000007218515,0.00001343219,0.9992557,0.00001510195,0.0000340048,0.00002186067,0.0001646493,0.00005495861,0.000009568023,0.00001447013,0.0004028041,0.000006278772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764713,0.002464899,0.0002262049,0.0006285906,0.00007822675,0.0001048568,0.01768534,0.0000202557,0.002320435],"genre_scores_gemma":[0.9901729,0.0008945968,0.0003306659,0.0002383167,0.00002335777,0.0000737122,0.00712857,0.000008740772,0.001129179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04166335,"threshold_uncertainty_score":0.08381736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07688239618788661,"score_gpt":0.3816495386670093,"score_spread":0.3047671424791227,"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."}}