{"id":"W4392615818","doi":"10.1080/15332985.2024.2326492","title":"The impact of subjective, interpersonal, and structural social isolation on the mental health of African Americans and Black Caribbeans","year":2024,"lang":"en","type":"article","venue":"Social Work in Mental Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Institute on Aging","keywords":"Mental health; Social isolation; Psychology; Interpersonal communication; Isolation (microbiology); Interpersonal relationship; Clinical psychology; Psychiatry; Social psychology","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":[0.001215812,0.0001193366,0.0002881609,0.00005204591,0.002098234,0.00006055922,0.000111983,0.0000533123,0.00002697683],"category_scores_gemma":[0.00003110284,0.00007645629,0.00009618148,0.0005605657,0.001092475,0.000075925,0.00004129533,0.0002579527,5.362355e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122876,"about_ca_system_score_gemma":0.0007353081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05658526,"about_ca_topic_score_gemma":0.01713929,"domain_scores_codex":[0.9980302,0.0006460173,0.0003556189,0.0001734639,0.0003206586,0.0004739853],"domain_scores_gemma":[0.9992648,0.0003740546,0.000183645,0.00004747878,0.00001944733,0.0001105519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00027972,0.00003828449,0.08317789,0.000163034,0.00005708079,2.598918e-7,0.8370841,0.000001034424,0.000002842395,0.03971909,0.009550754,0.02992591],"study_design_scores_gemma":[0.0002541805,0.0003335409,0.6225306,0.0001467731,0.00000309607,3.674575e-7,0.3729988,0.0001635192,0.0000010594,0.001546617,0.001921049,0.0001003722],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8873785,0.0009898687,0.000002639342,0.1098545,0.0002637954,0.0005752884,0.0001774226,0.00001290507,0.0007450351],"genre_scores_gemma":[0.9981449,0.0009380172,0.00001581608,0.0006426401,0.0001555783,0.000007936283,0.000009101756,0.00001034381,0.00007568351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5393527,"threshold_uncertainty_score":0.9992009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02668523592325629,"score_gpt":0.3902878135323094,"score_spread":0.3636025776090531,"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."}}