{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002768091,0.00003249327,0.00006370369,0.000005890288,0.0002439308,0.00007214939,0.0000208479,0.00005753131,0.00003255691],"category_scores_gemma":[0.00004556175,0.00002778177,0.00001647209,0.00004731316,0.00006295752,0.0001495171,0.0000123385,0.00005568306,0.000004214195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001228054,"about_ca_system_score_gemma":0.00003014153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02476906,"about_ca_topic_score_gemma":0.002915164,"domain_scores_codex":[0.9995991,0.00003520456,0.00007954158,0.0000739974,0.00006142385,0.0001507467],"domain_scores_gemma":[0.9997965,0.00006891185,0.00001439592,0.00002672193,0.00001665369,0.00007687979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001299323,0.00001729827,0.8181632,0.0001211323,0.000008337324,0.000002001824,0.1462105,0.000002641567,0.00001934546,0.00575588,0.01226729,0.01743106],"study_design_scores_gemma":[0.0001248585,0.000003087406,0.9673637,0.00001893607,0.00000157346,8.721132e-8,0.02425713,0.000493902,0.000001798512,0.0008418431,0.006837541,0.00005552265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870865,0.0003263624,0.00002739069,0.01157107,0.00006736069,0.00007654091,3.637743e-7,0.00001527731,0.0008291719],"genre_scores_gemma":[0.9940159,0.00128534,0.000143809,0.003861041,0.0000904939,0.000007277752,7.856632e-7,0.000002203133,0.0005931789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1492005,"threshold_uncertainty_score":0.9817251,"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."}}