{"id":"W2890832479","doi":"10.1093/geronb/gby106","title":"Advancing Research on Psychosocial Stress and Aging with the Health and Retirement Study: Looking Back to Launch the Field Forward","year":2018,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute on Aging; National Institutes of Health; Canada Research Chairs","keywords":"Psychosocial; Gerontology; Psychology; Field (mathematics); Stress (linguistics); Applied psychology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03947147,0.0007376654,0.001775305,0.003682693,0.002374201,0.004377448,0.001596196,0.00351839,0.005901847],"category_scores_gemma":[0.05833364,0.0005601422,0.001579077,0.004699699,0.003135545,0.01140946,0.006395258,0.007052303,0.001196723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002367583,"about_ca_system_score_gemma":0.01703888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198688,"about_ca_topic_score_gemma":0.02038612,"domain_scores_codex":[0.9924577,0.004637202,0.0007562084,0.0005246339,0.000944156,0.0006801175],"domain_scores_gemma":[0.9404802,0.03144298,0.004176748,0.003232848,0.01161488,0.009052403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002971059,0.0006943673,0.1678865,0.007350151,0.0007267277,0.0001914643,0.01172507,0.0001857912,0.0004510182,0.02143024,0.1253542,0.6637074],"study_design_scores_gemma":[0.0003125509,0.002238853,0.5046283,0.06661452,0.0009585951,0.0003278833,0.04860519,0.000409815,0.0004677571,0.04415576,0.3309591,0.0003216816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03606236,0.4615349,0.002036664,0.4797335,0.01451125,0.0002325065,0.001148004,0.00009918585,0.004641668],"genre_scores_gemma":[0.2414823,0.6288555,0.01682537,0.07843805,0.02876796,0.001152566,0.00188728,0.00009740321,0.002493575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03947147,"threshold_uncertainty_score":0.2087476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087745901654577,"score_gpt":0.4891302861290763,"score_spread":0.3803556959636185,"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."}}