{"id":"W2118282657","doi":"10.1177/0164027511410550","title":"Spousal Bereavement as a Triggering Mechanism for a Loss of Residential Independence Among Canadian Seniors","year":2011,"lang":"en","type":"article","venue":"Research on Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Spouse; Institutionalisation; Gerontology; Residence; Demography; Psychology; Health and Retirement Study; Independence (probability theory); Cohabitation; Population; Medicine; Psychiatry; Geography; 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":[0.0007369635,0.0002864217,0.0003155061,0.001477715,0.002912221,0.001223303,0.0009122403,0.0004700289,0.00228028],"category_scores_gemma":[0.003534265,0.0003149702,0.0006785965,0.001676337,0.0008200021,0.0004424369,0.001659781,0.0009234172,0.0001060997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008707679,"about_ca_system_score_gemma":0.01544676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9333699,"about_ca_topic_score_gemma":0.9606836,"domain_scores_codex":[0.9993051,0.00006143928,0.00002923219,0.0000605077,0.0001898896,0.0003538218],"domain_scores_gemma":[0.998239,0.0001148331,0.0006596443,0.0001010106,0.000384308,0.0005012655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001678228,0.00004864853,0.9900215,0.00001826395,0.00003281209,0.0002403027,0.001800185,0.00005898374,0.0001611404,0.0002311834,0.0003795373,0.006839651],"study_design_scores_gemma":[0.000004043797,0.00002833365,0.9967065,0.00002496913,0.00002305357,0.0001126856,0.00253563,0.0001623522,0.00003947827,0.00008556787,0.0002680386,0.000009299866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998147,0.0002949831,0.00003678507,0.0002389539,0.000006372213,0.00001597429,0.0001871192,0.000003784802,0.001069049],"genre_scores_gemma":[0.9993737,0.0002073072,0.00004888436,0.0000301868,0.000004587933,0.000002974456,0.0001472458,8.219203e-7,0.0001843102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06663007,"threshold_uncertainty_score":0.1340449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038031822852805,"score_gpt":0.399147808630137,"score_spread":0.2953446263448565,"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."}}