{"id":"W3104759938","doi":"10.1093/geronb/gbaa197","title":"Social Isolation Among Spousal and Adult-Child Caregivers: Findings From the Canadian Longitudinal Study on Aging","year":2020,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Canadian Institutes of Health Research; Canada Foundation for Innovation; Government of Canada","keywords":"Social isolation; Social connectedness; Isolation (microbiology); Longitudinal study; Psychology; Social support; Socioeconomic status; Family caregivers; Gerontology; Intervention (counseling); Developmental psychology; Medicine; Clinical psychology; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00045538,0.00008977965,0.0001535918,0.00002939087,0.002250236,0.0001223211,0.0002726966,0.00007151828,0.00005699918],"category_scores_gemma":[0.0001813253,0.00006206363,0.00004978666,0.00009083354,0.0004048285,0.000199382,0.00003846559,0.0002604184,0.000001572461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009109668,"about_ca_system_score_gemma":0.0001045554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2414544,"about_ca_topic_score_gemma":0.9353424,"domain_scores_codex":[0.9989141,0.0003060758,0.0001813595,0.0001345084,0.000258243,0.0002057332],"domain_scores_gemma":[0.9994181,0.0001432263,0.000130817,0.00006930776,0.0001537358,0.00008482744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008744677,0.00001499893,0.6903224,0.000001777249,0.0001393181,0.00001236372,0.2863055,0.00005208333,0.00004322774,0.01976264,0.003024053,0.0002341302],"study_design_scores_gemma":[0.0001877912,0.0001313554,0.8626166,0.00001803322,0.00004731677,0.000002489268,0.1354888,0.0001262986,0.000006673864,0.0006753661,0.000612898,0.00008639988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9068041,0.0001307686,0.00003702079,0.09098025,0.0001660562,0.0001396731,0.00001431909,0.000007912371,0.001719894],"genre_scores_gemma":[0.9981193,0.00004624876,0.00001342867,0.001248186,0.0005218802,0.00000294412,0.000003122366,0.000006444859,0.00003843835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.693888,"threshold_uncertainty_score":0.9990487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06267302672165001,"score_gpt":0.3281327619352611,"score_spread":0.2654597352136111,"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."}}