{"id":"W2944288971","doi":"10.3390/healthcare7020068","title":"Living Alone Among Older Adults in Canada and the U.S.","year":2019,"lang":"en","type":"article","venue":"Healthcare","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Immigration; Acculturation; Gerontology; Independent living; Affect (linguistics); Census; Demography; Older people; Psychology; Medicine; Geography; Population; Sociology","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":[0.0004087233,0.0002282765,0.0003451222,0.001643586,0.003280038,0.001049535,0.0005382957,0.0002886431,0.001713432],"category_scores_gemma":[0.001290102,0.0001202533,0.000331459,0.004122236,0.0005425024,0.000456436,0.0009452286,0.0005393863,0.0002050309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009975179,"about_ca_system_score_gemma":0.0180965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.990633,"about_ca_topic_score_gemma":0.9966851,"domain_scores_codex":[0.999574,0.0000251706,0.00002875096,0.00005303312,0.0001740558,0.0001450092],"domain_scores_gemma":[0.9988631,0.00003859482,0.0001796993,0.00001672465,0.0004502717,0.0004516822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003488048,0.00005445067,0.9793863,0.00005502085,0.00003545762,0.0001268709,0.002749309,0.00006933518,0.00007792902,0.0001745428,0.003598834,0.0136371],"study_design_scores_gemma":[0.000002869737,0.00001555598,0.9934267,0.0000497021,0.00001596119,0.00004526585,0.004828026,0.00007101547,0.00001709007,0.00002900384,0.001492699,0.000006160703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897506,0.001790041,0.00004172876,0.0007658084,0.00003788487,0.00003722847,0.003384888,0.000007303361,0.004184718],"genre_scores_gemma":[0.9932235,0.002353722,0.0001194364,0.0003179655,0.00001802134,0.00002176402,0.002267651,0.000003287242,0.001674671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009975179,"threshold_uncertainty_score":0.07237536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006393194030787083,"score_gpt":0.2420094595338767,"score_spread":0.2356162655030896,"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."}}