{"id":"W2777840822","doi":"10.1177/0265407517749045","title":"Loneliness and social isolation of older adults: Why it is important to examine these social aspects together","year":2017,"lang":"en","type":"article","venue":"Journal of Social and Personal Relationships","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":198,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Brandon University","funders":"","keywords":"Loneliness; Social isolation; Isolation (microbiology); Psychology; Intervention (counseling); Social psychology; Developmental psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001556471,0.0001113389,0.0003170799,0.00008218217,0.002876783,0.0001432891,0.000141459,0.0002181524,0.0005170644],"category_scores_gemma":[0.0005774447,0.00009788439,0.0001234128,0.00008629145,0.0003115679,0.0004132313,0.00003734461,0.0003249627,0.0000013655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007087395,"about_ca_system_score_gemma":0.0002476344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138939,"about_ca_topic_score_gemma":0.002500232,"domain_scores_codex":[0.9984279,0.000194142,0.0005008877,0.0001239453,0.0005092621,0.0002438208],"domain_scores_gemma":[0.9984596,0.0002583437,0.0007164786,0.00003958243,0.0003816952,0.0001443494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003165519,0.00009891425,0.316527,0.0001595102,0.00008521408,0.000008000364,0.6336673,1.440559e-7,0.0000257568,0.02945971,0.01355536,0.006096474],"study_design_scores_gemma":[0.0007098517,0.00004485556,0.9220921,0.00007750492,0.00005103007,0.000003463148,0.05789111,0.00001791544,0.000003023303,0.002660946,0.01632028,0.0001278991],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8684332,0.0002548572,0.00009953889,0.1287981,0.0002352526,0.0001480616,0.00004077837,0.000004941659,0.001985195],"genre_scores_gemma":[0.9956667,0.0001369384,0.0001098361,0.001919287,0.001630099,0.000002381551,0.000001835706,0.00001020416,0.0005227469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6055651,"threshold_uncertainty_score":0.9984213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08760142022288402,"score_gpt":0.3653179711234327,"score_spread":0.2777165509005486,"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."}}