{"id":"W2102445627","doi":"10.1017/s0144686x13000470","title":"Immigration and loneliness in later life","year":2013,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Loneliness; Immigration; Ethnic group; Residence; Population; Demography; Psychology; Gerontology; Medicine; Sociology; Geography; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007283645,0.0001220777,0.0002397792,0.0005429742,0.0009803926,0.001037126,0.000204113,0.0002555657,0.002803564],"category_scores_gemma":[0.002895331,0.00006681558,0.000243821,0.0005246284,0.0006330223,0.0004483763,0.001110806,0.0004690172,0.0001085237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005182656,"about_ca_system_score_gemma":0.0008245677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01976895,"about_ca_topic_score_gemma":0.04402528,"domain_scores_codex":[0.9996277,0.0001512919,0.00002856697,0.00003297591,0.00005582261,0.0001035895],"domain_scores_gemma":[0.998401,0.0003216788,0.000590381,0.00004159176,0.0001691185,0.0004762495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005779625,0.0001012616,0.9832844,0.0000805188,0.00007799782,0.0001687084,0.004193482,0.00007314594,0.0001341205,0.0006708509,0.0006774905,0.01048013],"study_design_scores_gemma":[0.000001491584,0.00003795381,0.9936104,0.00006749217,0.00001680535,0.0001007607,0.004660481,0.0000561211,0.00002702184,0.0001732069,0.001242567,0.000005720297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942099,0.001412777,0.00005021611,0.0005184041,0.00002815396,0.000005678301,0.0001054416,0.000001901352,0.003667595],"genre_scores_gemma":[0.9992439,0.0004476963,0.00002979501,0.00003367962,0.00001140992,0.00000262161,0.00002697704,3.668779e-7,0.0002035335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01976895,"threshold_uncertainty_score":0.03930777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163490653763506,"score_gpt":0.2937601391136276,"score_spread":0.277411073737277,"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."}}