{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01154036,0.002652851,0.01777339,0.007186623,0.0007467794,0.00319668,0.001837771,0.002397275,0.003313696],"category_scores_gemma":[0.02722165,0.001424599,0.03251789,0.006843975,0.0007172778,0.002035523,0.001580036,0.001863927,0.0002960147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002932363,"about_ca_system_score_gemma":0.005575976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007746951,"about_ca_topic_score_gemma":0.02178983,"domain_scores_codex":[0.9939063,0.002362306,0.002063588,0.0006460058,0.0007667069,0.000255051],"domain_scores_gemma":[0.9865683,0.009529029,0.002162983,0.0004036455,0.001159513,0.0001766165],"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":[0.001102155,0.00002767089,0.002123516,0.671321,0.309651,0.0001382478,0.00009302421,0.0003120951,0.000242032,0.0001228286,0.0006097341,0.01425667],"study_design_scores_gemma":[0.0004116128,0.0002170332,0.003382486,0.07383726,0.9190966,0.0001505639,0.00005196308,0.0001211614,0.0001489674,0.0001718732,0.002385355,0.0000251777],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002259785,0.9964727,0.0003273164,0.0001258012,0.0001067509,0.0002366953,0.0003143802,0.00001628978,0.0001402163],"genre_scores_gemma":[0.06765081,0.9278899,0.001662541,0.000763712,0.0002104461,0.0009955663,0.0005524617,0.00001936242,0.0002553595],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01777339,"threshold_uncertainty_score":0.06103206,"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."}}