{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008352187,0.0005178213,0.001830035,0.006598087,0.001226203,0.002585936,0.0006985462,0.001195977,0.004734128],"category_scores_gemma":[0.03070561,0.0003170681,0.001735543,0.005087183,0.001391006,0.003563147,0.002215415,0.0008693645,0.000214744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927703,"about_ca_system_score_gemma":0.007552864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006179508,"about_ca_topic_score_gemma":0.01349575,"domain_scores_codex":[0.9943929,0.003316128,0.001071259,0.0003775957,0.000670325,0.0001718248],"domain_scores_gemma":[0.9798543,0.01533348,0.002955394,0.0002571299,0.001310373,0.0002893739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003789063,0.0001093538,0.01651108,0.4585809,0.001828102,0.0003084165,0.0187731,0.0001373975,0.0003016813,0.01010893,0.008802571,0.4841595],"study_design_scores_gemma":[0.0001429356,0.0005810115,0.08164487,0.7237108,0.004989805,0.00134132,0.02438551,0.0001472941,0.0004868056,0.00861542,0.1538417,0.0001126458],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"protocol","genre_scores_codex":[0.01712354,0.9721358,0.0005557495,0.004616635,0.0005612723,0.0004616393,0.0006376671,0.000007157896,0.003900441],"genre_scores_gemma":[0.09749967,0.8950916,0.001680355,0.002834749,0.0004530398,0.001544972,0.0003509182,0.000004533562,0.0005402269],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.008352187,"threshold_uncertainty_score":0.04417115,"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."}}