{"id":"W2530099627","doi":"10.1037/hea0000437","title":"Social isolation and loneliness: Prospective associations with functional status in older adults.","year":2016,"lang":"en","type":"article","venue":"Health Psychology","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":394,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"Economic and Social Research Council","keywords":"Loneliness; Social isolation; Disadvantaged; Psychology; Marital status; PsycINFO; Gerontology; Psychological intervention; UCLA Loneliness Scale; Activities of daily living; Social support; Social engagement; Developmental psychology; Medicine; MEDLINE; Population; Psychiatry; Social psychology; Environmental health","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":[0.0005823833,0.00007059852,0.0001716663,0.00008213121,0.000514254,0.00001177979,0.00003245794,0.0001194566,0.000147179],"category_scores_gemma":[0.0001294046,0.00005186064,0.00001473956,0.0002141071,0.0001594829,0.0001422171,0.000007904754,0.0001102259,0.00001505308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000338339,"about_ca_system_score_gemma":0.0004926313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003669166,"about_ca_topic_score_gemma":0.04016238,"domain_scores_codex":[0.9985409,0.0002682093,0.0002470066,0.0002380155,0.0001680525,0.0005378466],"domain_scores_gemma":[0.9993761,0.0001885827,0.0001353074,0.00005531625,0.0001016771,0.0001430682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001033273,0.00007249559,0.9530193,0.00002180195,0.000004499685,6.329344e-7,0.01077262,1.215304e-7,2.233416e-7,0.02047575,0.006451141,0.009078131],"study_design_scores_gemma":[0.00168862,0.00005907411,0.9810672,0.00003956102,0.000001305488,6.221855e-7,0.001239778,0.000001665426,5.068649e-8,0.001332232,0.0145036,0.0000662224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5251022,0.000328459,0.002553361,0.4641578,0.0006904004,0.001017638,0.0000559819,0.00008875061,0.006005405],"genre_scores_gemma":[0.9831576,0.0004255551,0.0001773843,0.01546979,0.0003299416,0.00007140809,0.000007892435,0.000008193703,0.0003522387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4580554,"threshold_uncertainty_score":0.9773521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04018070268673557,"score_gpt":0.4151207262628392,"score_spread":0.3749400235761036,"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."}}