{"id":"W2346626662","doi":"10.1038/nature17671","title":"Genome-wide association study identifies 74 loci associated with educational attainment","year":2016,"lang":"en","type":"article","venue":"Nature","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1487,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Centre for Global Health Research","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Drug Abuse; National Institute on Aging; Economic and Social Research Council; Biotechnology and Biological Sciences Research Council; Vetenskapsrådet; National Institutes of Health; Lundbeckfonden; Medical Research Council; National Institute for Health and Care Research","keywords":"Educational attainment; Genome-wide association study; Biobank; Biology; Genetics; Genetic association; Candidate gene; Genetic variation; Single-nucleotide polymorphism; Genome; Gene; Genotype; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007541235,0.000344926,0.0003889098,0.001352193,0.0006510684,0.0005578314,0.0004795872,0.0006903299,0.002538011],"category_scores_gemma":[0.001610482,0.0002866531,0.0005687965,0.001888243,0.0004872648,0.0002366382,0.0005607848,0.0006567702,0.0002794573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002500487,"about_ca_system_score_gemma":0.0004132273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006508027,"about_ca_topic_score_gemma":0.008820455,"domain_scores_codex":[0.9993924,0.0002076462,0.00005637047,0.0001458497,0.00009879712,0.00009893289],"domain_scores_gemma":[0.9985504,0.0005297091,0.0004276175,0.0001286406,0.0001282594,0.0002354608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004194198,0.0001090956,0.9923244,0.00001634689,0.0003761629,0.0002333191,0.00007947016,0.00006408185,0.002856962,0.0001234238,0.0002024036,0.003194858],"study_design_scores_gemma":[0.00001872972,0.00006162754,0.9987659,0.000004538455,0.0001511096,0.0001767948,0.0000619445,0.0001511723,0.0002350082,0.0001316892,0.0002376097,0.000003887963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997903,0.0003865575,0.0004088074,0.0001284904,0.00001115051,0.000005191704,0.0003717576,0.00001184244,0.0007730704],"genre_scores_gemma":[0.9989913,0.0001232714,0.0002332769,0.00002684295,0.00001017158,0.000004297126,0.0002145233,0.000003914006,0.0003925082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006508027,"threshold_uncertainty_score":0.01294029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005967412299949192,"score_gpt":0.2593551589359893,"score_spread":0.2533877466360401,"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."}}