{"id":"W4405981122","doi":"10.1093/geroni/igae098.3864","title":"LONELINESS AND DEPRESSION AMONG SEXUAL AND GENDER MINORITY OLDER ADULTS WITH COGNITIVE IMPAIRMENT","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Cognitive impairment; Psychology; Depression (economics); Gerontology; Clinical psychology; Cognition; Developmental psychology; Psychiatry; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005014013,0.0001413204,0.0002203329,0.0004442705,0.0005596205,0.0005009804,0.0001481176,0.0002260493,0.001370833],"category_scores_gemma":[0.00171653,0.00007548797,0.0002815078,0.0003397004,0.0001619493,0.00036383,0.0005735951,0.0002754269,0.00009039264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811764,"about_ca_system_score_gemma":0.0002258343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006106406,"about_ca_topic_score_gemma":0.01335739,"domain_scores_codex":[0.9998062,0.00006677296,0.00002240301,0.00002056031,0.00003809009,0.00004588923],"domain_scores_gemma":[0.9995618,0.00006007728,0.0001907942,0.00001729589,0.00005152393,0.0001185213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004242762,0.00008395032,0.9936109,0.00002331005,0.000037878,0.00007192124,0.0007224465,0.00001323341,0.0001142276,0.00001908704,0.0001562875,0.005104457],"study_design_scores_gemma":[0.000003376558,0.00009254168,0.9978528,0.00001808011,0.00001683017,0.0001093981,0.001563854,0.00006992992,0.00002749032,0.00003052382,0.0002131214,0.00000201993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989648,0.0002537898,0.00001888901,0.00007491196,0.000006180801,0.000008688666,0.00009405208,9.606434e-7,0.0005778628],"genre_scores_gemma":[0.9996886,0.0001079259,0.00001996367,0.0000325885,0.000004906398,0.000006694557,0.00004263909,1.64301e-7,0.000096515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006106406,"threshold_uncertainty_score":0.0121417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395111972396031,"score_gpt":0.2968782343381984,"score_spread":0.2829271146142381,"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."}}