{"id":"W3101174540","doi":"10.1101/866624","title":"Cognitive and brain development is independently influenced by socioeconomic status and polygenic scores for educational attainment","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"Medical Research Council; Fédération pour la Recherche sur le Cerveau; Vetenskapsrådet; Fondation pour la Recherche Médicale; EU Joint Programme – Neurodegenerative Disease Research; Institut National de la Santé et de la Recherche Médicale; Agence Nationale de la Recherche; Mission Interministérielle de Lutte Contre les Drogues et les Conduites Addictives; Science Foundation Ireland; European Commission; Deutsche Forschungsgemeinschaft; King's College London; Fondation de France; National Institute for Health and Care Research; Bundesministerium für Bildung und Forschung; South London and Maudsley NHS Foundation Trust; National Institutes of Health; Fondation de l'Avenir pour la Recherche Médicale Appliquée","keywords":"Socioeconomic status; Cognition; Association (psychology); Psychology; Developmental psychology; Educational attainment; Working memory; Cognitive development; Demography; Neuroscience; Population; Sociology","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":[0.00063585,0.0002867228,0.000195196,0.0005659555,0.0003244946,0.000477633,0.0001968979,0.0002613647,0.00120976],"category_scores_gemma":[0.001546182,0.0001990548,0.0003244764,0.0005146411,0.0002929192,0.0001863346,0.0004333582,0.0003729806,0.0001283412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001246779,"about_ca_system_score_gemma":0.0001801374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007701334,"about_ca_topic_score_gemma":0.007838021,"domain_scores_codex":[0.9997088,0.0001139657,0.0000178062,0.000059109,0.00004060972,0.00005966983],"domain_scores_gemma":[0.9989488,0.0002544451,0.0004210607,0.0001180552,0.00008499273,0.0001727026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007657176,0.00002411554,0.9983689,0.000002140592,0.00007619739,0.00005632237,0.00005353865,0.00004296851,0.0004573837,0.00002594084,0.00002722284,0.0007886385],"study_design_scores_gemma":[8.580309e-7,0.00002390543,0.9997382,0.0000011809,0.00000914126,0.00003455819,0.00002626778,0.00008278837,0.00004471411,0.0000133431,0.00002429087,8.012408e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996753,0.00003940317,0.00006056435,0.000009261345,0.000001352579,0.000001212113,0.00008527083,0.000001430438,0.0001262079],"genre_scores_gemma":[0.9997632,0.00002320947,0.00004149915,0.000003556613,0.000001377707,0.000001721438,0.0000862597,7.969581e-7,0.0000783026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007701334,"threshold_uncertainty_score":0.01531303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749011789540639,"score_gpt":0.2778845700091229,"score_spread":0.2603944521137165,"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."}}