{"id":"W3115839660","doi":"10.1136/oemed-2020-106892","title":"Effect of retirement on cognitive function: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Occupational and Environmental Medicine","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund","keywords":"Meta-analysis; Cognition; Systematic review; Medicine; Function (biology); MEDLINE; Psychology; Gerontology; Internal medicine; Psychiatry; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001351805,0.0003298684,0.003878517,0.0000894461,0.0001650777,0.000009060405,0.00009450527,0.00008929634,0.001599106],"category_scores_gemma":[0.0003085996,0.0001878124,0.0006147804,0.0002608494,0.000592377,0.00004111476,0.00005318331,0.0001201669,0.00001897745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090856,"about_ca_system_score_gemma":0.00002425516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000925636,"about_ca_topic_score_gemma":0.00001047861,"domain_scores_codex":[0.9968149,0.001037477,0.0007434032,0.0004322747,0.0008344746,0.000137478],"domain_scores_gemma":[0.9982796,0.0008797602,0.0004928402,0.0001649017,0.00001092914,0.0001719432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00005194947,0.0001031816,0.0001617467,0.9126645,0.07057876,0.000003714976,0.0006341684,9.8873e-8,7.173418e-8,0.0002976056,0.0002046128,0.01529961],"study_design_scores_gemma":[0.0001876703,0.0009771942,0.00006008812,0.02318766,0.9446078,0.000001294174,0.0002024198,6.536359e-7,1.383955e-7,0.00001424965,0.03057925,0.0001816088],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001270827,0.9957166,0.000007567612,0.0004900135,0.00003616861,0.002782841,0.0001712806,0.000008564119,0.0007742135],"genre_scores_gemma":[0.001955304,0.9962341,0.000002419918,0.0005362923,0.00006623587,0.0005313082,0.0003571462,0.00001052389,0.0003066595],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8894768,"threshold_uncertainty_score":0.9993136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2580392220261736,"score_gpt":0.4535876008978065,"score_spread":0.195548378871633,"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."}}