{"id":"W4410003397","doi":"10.1037/sgd0000840","title":"Social relationships, psychological distress, and physical health in sexual minority and heterosexual middle-aged and older adults in the Canadian Longitudinal Study on Aging.","year":2025,"lang":"en","type":"article","venue":"Psychology of Sexual Orientation and Gender Diversity","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canada Foundation for Innovation; Government of Canada","keywords":"Psychology; Psychological distress; Distress; Male Homosexuality; Sexual minority; Minority stress; Physical health; Sexual orientation; Developmental psychology; Clinical psychology; Longitudinal study; Gerontology; Mental health; Men who have sex with men; Social psychology; Psychiatry; Human immunodeficiency virus (HIV); Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006823333,0.00008503785,0.000136931,0.0001274166,0.001059284,0.00003689396,0.00007358289,0.00007983519,0.000002476776],"category_scores_gemma":[0.00003391615,0.00007831282,0.000007046953,0.0001753674,0.0003683985,0.00008341652,0.00005367406,0.0002336644,1.571635e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005604106,"about_ca_system_score_gemma":0.00002815205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03886378,"about_ca_topic_score_gemma":0.5345342,"domain_scores_codex":[0.9987015,0.0004954296,0.0001389548,0.0003496656,0.0001471306,0.0001673703],"domain_scores_gemma":[0.9996771,0.0001166167,0.00005240293,0.00005949749,0.00002990164,0.00006444399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000507959,0.0002342703,0.8482619,0.00001331773,0.000009911175,0.000003158151,0.1430793,6.125996e-7,0.00000150457,0.006122864,0.0001531474,0.002069166],"study_design_scores_gemma":[0.0009089039,0.000171462,0.9030178,0.000003934654,0.000008469126,8.298529e-7,0.09470767,0.00002811457,3.023859e-8,0.001087734,0.000006094131,0.0000589805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963825,0.00006608211,0.00002183981,0.00267746,0.000111918,0.0002747933,0.00002763695,0.000004360016,0.0004334231],"genre_scores_gemma":[0.9992543,0.00001501807,0.00001490781,0.0006260629,0.00003487635,0.000004832257,0.00001969822,0.000001404944,0.00002883626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4956704,"threshold_uncertainty_score":0.9675365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1291928486996701,"score_gpt":0.4053206864198186,"score_spread":0.2761278377201485,"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."}}