{"id":"W4289754848","doi":"10.1111/ggi.14449","title":"Employment in old age and all‐cause mortality: A systematic review","year":2022,"lang":"en","type":"review","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CINAHL; Medicine; PsycINFO; Observational study; Demography; Gerontology; Meta-analysis; MEDLINE; Inclusion and exclusion criteria; Psychological intervention; Psychiatry; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003203798,0.00128071,0.00505179,0.001604931,0.0006152935,0.00009333692,0.001665462,0.001233866,0.002149233],"category_scores_gemma":[0.001928649,0.001161829,0.0005989774,0.0005646764,0.0002847669,0.0003377077,0.002188666,0.002345164,0.00009240711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562765,"about_ca_system_score_gemma":0.0004769749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00126555,"about_ca_topic_score_gemma":0.003066028,"domain_scores_codex":[0.9889951,0.002341432,0.004480636,0.001811882,0.001112525,0.001258437],"domain_scores_gemma":[0.992473,0.002917785,0.003063109,0.0008970647,0.0003524088,0.0002966024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002315325,0.001321665,0.01723868,0.7389903,0.03208343,0.00448465,0.006583535,0.00000199744,7.440824e-7,0.0801096,0.05532536,0.0636285],"study_design_scores_gemma":[0.001463456,0.0001401331,0.0007395615,0.02537445,0.006471777,0.0003215109,0.0004624154,0.00001539186,1.145523e-8,0.0008653892,0.9630952,0.001050685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003284831,0.9761845,0.00005457836,0.003664964,0.009280773,0.004783379,0.0006148414,0.0001603527,0.004928116],"genre_scores_gemma":[0.0000599694,0.9837579,0.0001740591,0.00280004,0.0007739805,0.005015776,0.001658766,0.0001359812,0.005623515],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9077699,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1930235347563675,"score_gpt":0.471543557511169,"score_spread":0.2785200227548015,"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."}}