{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003718238,0.00004521748,0.0001043355,0.00001684509,0.0002712359,0.00001645023,0.00006106706,0.00002339572,0.00004227907],"category_scores_gemma":[0.0000594232,0.00003233979,0.00001018325,0.0001024518,0.00006936276,0.00005676784,0.00002078001,0.00008538445,0.00000304706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251011,"about_ca_system_score_gemma":0.000485184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9996127,"about_ca_topic_score_gemma":0.9999741,"domain_scores_codex":[0.9992456,0.0001707728,0.0001031501,0.0001136008,0.0001728825,0.0001939752],"domain_scores_gemma":[0.999595,0.0001963966,0.00004029659,0.00007593232,0.00004081966,0.00005150924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002390331,0.000001457156,0.722694,0.00002291979,0.000001362818,8.062167e-7,0.2750398,3.914598e-7,1.224411e-8,0.0008181641,0.0005164127,0.0009023005],"study_design_scores_gemma":[0.0002086477,0.000002823795,0.9763814,0.000102035,0.000001026087,1.142866e-7,0.02202664,0.00003829498,1.650164e-7,0.0001114921,0.001085459,0.00004191682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910216,0.001953698,5.202776e-7,0.005598634,0.0002115809,0.0002866029,0.000001570925,0.000009237968,0.0009164978],"genre_scores_gemma":[0.9978617,0.0008125842,0.000004837252,0.0005883028,0.00009191946,0.00001283132,5.26964e-7,0.000003297805,0.0006239748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2536874,"threshold_uncertainty_score":0.2086155,"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."}}