{"id":"W3216184103","doi":"10.7565/ssp.v4.5748","title":"Exploration of Loneliness Among Black Older Adults","year":2021,"lang":"en","type":"article","venue":"Social Science Protocols","topic":"Health and Well-being Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Loneliness; Ethnic group; Psychology; Socioeconomic status; Gerontology; Clinical psychology; Medicine; Social psychology; Sociology; Population; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.000676999,0.00007616081,0.0001625358,0.00004595677,0.0003454275,0.00002983115,0.000185178,0.00006789753,0.0001844864],"category_scores_gemma":[0.000186567,0.00007020186,0.00004193766,0.0008306209,0.0007665841,0.0002908724,0.000065332,0.00009456903,0.000076795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003668823,"about_ca_system_score_gemma":0.0002617535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000105101,"about_ca_topic_score_gemma":0.00003332973,"domain_scores_codex":[0.9986517,0.00009534381,0.0002679697,0.0003007723,0.0003348085,0.0003493602],"domain_scores_gemma":[0.9991919,0.00003377182,0.0001366634,0.0001542582,0.0004210559,0.00006231074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004956027,0.002500169,0.160061,0.001187039,0.00006064737,0.0000666375,0.472959,0.00001567123,0.003224092,0.08455388,0.03497158,0.2399047],"study_design_scores_gemma":[0.003275325,0.0003378812,0.9285133,0.0005463766,0.00001397016,0.000001809426,0.03436172,0.00008765714,0.01314495,0.006965946,0.01225283,0.0004981867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6782711,0.00005841902,0.004920322,0.007369706,0.001127405,0.1459228,0.00002262071,0.0002161108,0.1620916],"genre_scores_gemma":[0.9507413,0.000001109473,0.0001011101,0.0003705089,0.0002957091,0.04760065,0.000001871642,0.000007346497,0.000880432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7684523,"threshold_uncertainty_score":0.2862749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06338374108682893,"score_gpt":0.4362224326798337,"score_spread":0.3728386915930048,"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."}}