{"id":"W4353062156","doi":"10.1667/rade-22-00153.1","title":"Exposure to Ionizing Radiation and Risk of Dementia: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Radiation Research","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"National Institute on Minority Health and Health Disparities; University of California, San Francisco; National Institutes of Health","keywords":"Dementia; Meta-analysis; Medicine; Life expectancy; Systematic review; Disease; Relative risk; Environmental health; MEDLINE; Gerontology; Pathology; Population; Confidence interval; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005340369,0.0002934853,0.005396898,0.001823265,0.0001893204,0.00004454816,0.00009899775,0.0001641011,0.0001091317],"category_scores_gemma":[0.006196224,0.0002084228,0.0008550335,0.00391093,0.00007570838,0.0000649629,0.0001511044,0.0005016224,0.00006006569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002297511,"about_ca_system_score_gemma":0.0001971058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001159121,"about_ca_topic_score_gemma":0.00003675821,"domain_scores_codex":[0.9952369,0.001725186,0.001208726,0.0005356926,0.0009844817,0.0003090599],"domain_scores_gemma":[0.9958631,0.002239022,0.000657575,0.0004547051,0.0005918547,0.0001937835],"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":[0.000004171698,0.00002125182,0.00006251986,0.714505,0.2700176,0.000004105596,0.0001278037,0.000001507258,5.492451e-8,0.0000124399,0.0009198802,0.01432366],"study_design_scores_gemma":[0.0002112973,0.0002179876,0.0002832055,0.03874912,0.9513614,0.000008132582,0.00008064076,0.0000168671,3.559973e-7,0.000008569309,0.008909639,0.000152751],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001152245,0.9912164,0.00004310486,0.0005601733,0.00002026607,0.007864804,0.0002013906,0.00003114305,0.0000511492],"genre_scores_gemma":[0.0001035032,0.9966317,0.00006005441,0.00005796584,0.0000436398,0.002107609,0.00009994033,0.00004201814,0.0008535883],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6813439,"threshold_uncertainty_score":0.8499235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.248806731126282,"score_gpt":0.4821471191777127,"score_spread":0.2333403880514307,"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."}}