{"id":"W4288067682","doi":"10.1002/hbm.26034","title":"Educational attainment polygenic scores, socioeconomic factors, and cortical structure in children and adolescents","year":2022,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Drug Abuse; National Institute of Mental Health; National Institutes of Health","keywords":"Socioeconomic status; Educational attainment; Psychology; Developmental psychology; Neuroscience; Medicine; Population; Environmental health","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":[0.00050737,0.000386223,0.0002655537,0.0009247375,0.0003426918,0.0005951591,0.0002137756,0.0003145888,0.001153489],"category_scores_gemma":[0.001339553,0.0002195461,0.0003619895,0.0007881584,0.0003473874,0.0003010557,0.0004988171,0.0003549167,0.0001088514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519649,"about_ca_system_score_gemma":0.000231892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01324666,"about_ca_topic_score_gemma":0.01348376,"domain_scores_codex":[0.9997553,0.00005607509,0.00002355266,0.0000716365,0.00004738393,0.0000459859],"domain_scores_gemma":[0.9994124,0.0001144828,0.0002568837,0.00004753679,0.00005544897,0.000113362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003381075,0.00001328768,0.9982653,0.00000531342,0.00005444794,0.0001233989,0.0001014625,0.00004487496,0.0002574075,0.00004176576,0.000046082,0.001012838],"study_design_scores_gemma":[7.728503e-7,0.000008480757,0.9997453,0.000002298871,0.000008178328,0.00008147147,0.00004869488,0.00004010031,0.00002150771,0.00001735362,0.00002499878,6.917738e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994868,0.0001381769,0.00004327016,0.00002015239,0.000001306485,0.000002252341,0.0001481251,0.000001867709,0.0001581569],"genre_scores_gemma":[0.9996081,0.00008921665,0.00005615314,0.000007463623,0.000002264444,0.000004244095,0.0001706889,0.000001510999,0.0000602399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01324666,"threshold_uncertainty_score":0.02633911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198649626187193,"score_gpt":0.2839500885483863,"score_spread":0.264085125929667,"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."}}