{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001078423,0.0002801244,0.000385129,0.0008193572,0.0004064179,0.000519417,0.0003030835,0.00042955,0.001328153],"category_scores_gemma":[0.004090258,0.0002024795,0.0004516302,0.000736848,0.0002929519,0.0005979885,0.0009232857,0.0005528329,0.0001496046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000192834,"about_ca_system_score_gemma":0.0002806053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003702464,"about_ca_topic_score_gemma":0.01004362,"domain_scores_codex":[0.9995425,0.0001475091,0.00007537245,0.00007494683,0.00008713159,0.0000725722],"domain_scores_gemma":[0.9973791,0.0003376943,0.001446525,0.00009264386,0.0002115819,0.0005325199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004899606,0.00004599573,0.998073,0.00003005605,0.00009124594,0.00002491373,0.000145854,0.00001269631,0.00003787203,0.00001071646,0.000072196,0.001406397],"study_design_scores_gemma":[0.000001386432,0.00003498554,0.999743,0.000006649641,0.00001196021,0.00003501411,0.00007666661,0.00002252823,0.000005272585,0.000009861463,0.00005150075,0.000001192496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981794,0.0008786001,0.00004146864,0.00009641747,0.000008320044,0.000009263905,0.0003418606,0.000001895778,0.0004428192],"genre_scores_gemma":[0.999246,0.0002424455,0.00005032964,0.00002637928,0.00001523993,0.00001231519,0.0002840923,6.161983e-7,0.000122664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003702464,"threshold_uncertainty_score":0.007361829,"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."}}