{"id":"W4296802582","doi":"10.1177/08982643221118427","title":"Sociodemographic Factors and Neighborhood/Environmental Conditions Associated with Social Isolation Among Black Older Adults","year":2022,"lang":"en","type":"article","venue":"Journal of Aging and Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute on Aging","keywords":"Social isolation; Gerontology; Psychology; Environmental health; Demography; Medicine; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005321745,0.0001680889,0.0001910123,0.0006571076,0.0004995412,0.0003774214,0.0001849968,0.0002280446,0.001803843],"category_scores_gemma":[0.001791393,0.0001163475,0.0002996555,0.0004492427,0.0001806579,0.0003731044,0.0005280916,0.0002911715,0.0001192458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002476734,"about_ca_system_score_gemma":0.0005781358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01360784,"about_ca_topic_score_gemma":0.03604241,"domain_scores_codex":[0.9997576,0.0000587768,0.00003148859,0.0000408836,0.00004967429,0.00006155193],"domain_scores_gemma":[0.998984,0.00007431666,0.0006639681,0.00003594939,0.00009395886,0.0001478445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002162123,0.00003890842,0.998436,0.00000988345,0.00002556104,0.000011163,0.0001117801,0.00001305104,0.00006698375,0.00001518709,0.00004753144,0.001202376],"study_design_scores_gemma":[0.00000107638,0.00003035637,0.9993136,0.00001171953,0.0000112049,0.00002402454,0.0004202695,0.00005846681,0.0000239655,0.00001605291,0.00008810956,0.000001177971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989336,0.0001596224,0.00004927116,0.00006734915,0.000004064855,0.00001022431,0.0002577346,0.000001335809,0.000516868],"genre_scores_gemma":[0.9995023,0.00008178661,0.00008412704,0.00002521244,0.000006668378,0.00000953511,0.0001695182,7.365909e-7,0.0001200966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01360784,"threshold_uncertainty_score":0.02705723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893093272530611,"score_gpt":0.3037984036069889,"score_spread":0.2848674708816828,"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."}}