{"id":"W4404473770","doi":"10.1017/s0033291724001855","title":"Associations among environmental unpredictability, changes in resting-state functional connectivity, and adolescent psychopathology in the ABCD study","year":2024,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Environmental Health Sciences; National Institute of Mental Health; Humanities and Social Science Fund of Ministry of Education of China; Social Sciences and Humanities Research Council of Canada; Beijing Normal University; Fundamental Research Funds for the Central Universities; National Institutes of Health; National Institute on Drug Abuse; Ministry of Education of the People's Republic of China","keywords":"Psychopathology; Psychology; Resting state fMRI; Functional connectivity; Developmental psychology; Clinical psychology; Neuroscience","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":[0.0007241964,0.0003082149,0.0003436394,0.0007250247,0.0004755852,0.0007936081,0.0006164705,0.0004300419,0.00117059],"category_scores_gemma":[0.003377736,0.0002948284,0.0005137714,0.0007838577,0.000348686,0.0003964654,0.000976435,0.001062847,0.00008346826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004675165,"about_ca_system_score_gemma":0.0003536838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02544972,"about_ca_topic_score_gemma":0.03614327,"domain_scores_codex":[0.9994308,0.0001264711,0.00007966727,0.0001844873,0.0001014122,0.00007707844],"domain_scores_gemma":[0.9975095,0.0003759821,0.001173614,0.0002269726,0.0002834567,0.0004303866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004384435,0.00002498865,0.9986771,0.000008737034,0.00007648319,0.00004043548,0.0001169518,0.00003908604,0.000107728,0.00003206651,0.00009339957,0.0007391059],"study_design_scores_gemma":[0.000001493442,0.00001253961,0.9996796,0.000003584331,0.00001349388,0.00004756565,0.00006619657,0.00008621819,0.00001888024,0.00001611411,0.00005308882,0.000001410539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991292,0.0001144302,0.00006228929,0.0000507486,0.000003745096,0.000006861503,0.0004358435,0.000002116724,0.0001948694],"genre_scores_gemma":[0.9992235,0.00005986481,0.00009537228,0.0000158847,0.000004300285,0.00001653809,0.0005109774,0.000002532592,0.00007109488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02544972,"threshold_uncertainty_score":0.05060315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08918757945503328,"score_gpt":0.3414635653918362,"score_spread":0.2522759859368029,"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."}}