{"id":"W4385383338","doi":"10.1016/j.dcn.2023.101287","title":"Resting brain activity in early childhood predicts IQ at 18 years","year":2023,"lang":"en","type":"article","venue":"Developmental Cognitive Neuroscience","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Jacobs Foundation; Binder Family Foundation; National Institutes of Health; John D. and Catherine T. MacArthur Foundation","keywords":"Psychology; Early childhood; Intervention (counseling); Cognition; Developmental psychology; Disadvantaged; Brain activity and meditation; Intelligence quotient; Electroencephalography; Neuroscience; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003341989,0.0003279124,0.0001878803,0.0007095933,0.0001994794,0.0005854975,0.0002744034,0.0003252308,0.002251148],"category_scores_gemma":[0.001882603,0.000116785,0.0002658815,0.0003738703,0.0002101386,0.0002381692,0.0003865401,0.0004417068,0.000353655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931769,"about_ca_system_score_gemma":0.0001862664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007116986,"about_ca_topic_score_gemma":0.007846852,"domain_scores_codex":[0.9998606,0.00002201744,0.00001063462,0.00002851924,0.00002930149,0.00004886123],"domain_scores_gemma":[0.9988537,0.0001954575,0.0005595859,0.00005745283,0.00009893446,0.0002348637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007286175,0.00004672941,0.9964295,0.00000522352,0.00002667988,0.00009527928,0.0001025023,0.00008357975,0.0003477639,0.00004135608,0.0001086811,0.002639783],"study_design_scores_gemma":[5.937864e-7,0.00003348516,0.9996493,0.000003006491,0.000005835705,0.00006126207,0.0000511729,0.00005403235,0.00007233644,0.00001805995,0.00004984648,0.000001159789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985071,0.0001501549,0.00008965543,0.00003741516,0.000005455592,0.000003135977,0.0003263218,0.00001027345,0.0008705354],"genre_scores_gemma":[0.9992008,0.00009800649,0.00009086457,0.00000790675,0.000004657329,0.000005076115,0.0002513337,0.000002215758,0.0003392065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007116986,"threshold_uncertainty_score":0.0141511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04508383945528806,"score_gpt":0.3059262320660926,"score_spread":0.2608423926108046,"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."}}