{"id":"W4293243001","doi":"10.1177/07334648221118357","title":"Understanding Social and Emotional Loneliness among Black Older Adults: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"Journal of Applied Gerontology","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McGill University; University of Calgary; McMaster University","funders":"","keywords":"Loneliness; Social isolation; Psychological intervention; Ethnic group; Psychology; Gerontology; Medicine; Social psychology; Sociology; Psychiatry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002237758,0.0002711987,0.002382601,0.0001839157,0.0008025438,0.00005414007,0.0003640594,0.0003540846,0.001413831],"category_scores_gemma":[0.0002080084,0.000234724,0.0004075986,0.0002639369,0.0004663701,0.0001228062,0.0001047891,0.0008392408,0.000004407326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008663064,"about_ca_system_score_gemma":0.001799675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001375808,"about_ca_topic_score_gemma":0.001224898,"domain_scores_codex":[0.9967097,0.0004917419,0.001431643,0.0002629677,0.0005708401,0.0005331249],"domain_scores_gemma":[0.9969844,0.0008358338,0.001788809,0.00009571535,0.00007355598,0.0002216528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005516657,0.0001307439,0.0000769149,0.408389,0.0003287966,0.0001022212,0.008336947,7.78154e-7,1.020452e-9,0.05533613,0.01734488,0.5098984],"study_design_scores_gemma":[0.0005323411,0.00003932614,0.00008428518,0.2352335,0.0006075304,0.00006689086,0.006966222,7.858122e-7,1.594288e-9,0.000613633,0.7554926,0.0003628458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001336806,0.9909033,0.0002130012,0.001235608,0.0006532922,0.001043729,0.000009142783,0.00001303247,0.005915585],"genre_scores_gemma":[0.0000487312,0.9975811,0.00008021569,0.001048151,0.001102509,0.00003875659,0.000009806608,0.00002675003,0.00006403919],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7381477,"threshold_uncertainty_score":0.999499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2851438117026819,"score_gpt":0.4479852263450099,"score_spread":0.162841414642328,"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."}}