{"id":"W4205603001","doi":"10.3389/fnhum.2021.781554","title":"General Psychopathology, Cognition, and the Cerebral Cortex in 10-Year-Old Children: Insights From the Adolescent Brain Cognitive Development Study","year":2022,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Psychopathology; Cognition; Psychology; Association (psychology); Cerebral cortex; Neuroscience; Effects of sleep deprivation on cognitive performance; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004891568,0.0003423716,0.000282823,0.0009736444,0.0003263608,0.0005842146,0.000209018,0.0002899349,0.0007021429],"category_scores_gemma":[0.001035318,0.0001926569,0.0003809251,0.0005930742,0.0004414787,0.0002911909,0.0005344091,0.000478048,0.0001138237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003481964,"about_ca_system_score_gemma":0.0003841012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01356264,"about_ca_topic_score_gemma":0.0246104,"domain_scores_codex":[0.999869,0.00003204767,0.00001306215,0.00002843933,0.00002639933,0.00003101605],"domain_scores_gemma":[0.9994969,0.0001385905,0.0001749614,0.00003462757,0.00005016744,0.0001048087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005781717,0.0001035494,0.9937424,0.00002744076,0.00004866086,0.0003106972,0.001414302,0.00004483849,0.0009933567,0.00005150145,0.00007604223,0.003129319],"study_design_scores_gemma":[9.56305e-7,0.00002870883,0.9993275,0.000003646741,0.00001004353,0.0001403598,0.0003381264,0.00001414786,0.00005643739,0.00001057559,0.00006865081,8.666191e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994772,0.0001773105,0.00001931184,0.0000214691,9.651446e-7,0.000004172633,0.00009288746,9.844105e-7,0.0002056818],"genre_scores_gemma":[0.9990047,0.0005124562,0.0001228618,0.00001303964,0.00000359103,0.00001101853,0.000202522,0.000001590033,0.000128439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01356264,"threshold_uncertainty_score":0.02696741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02459586395253143,"score_gpt":0.2573681966358997,"score_spread":0.2327723326833683,"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."}}