{"id":"W4377024347","doi":"10.1016/j.dcn.2023.101256","title":"Characterizing the dimensional structure of early-life adversity in the Adolescent Brain Cognitive Development (ABCD) Study","year":2023,"lang":"en","type":"article","venue":"Developmental Cognitive Neuroscience","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health; Canadian Institutes of Health Research; Jacobs Foundation; National Alliance for Research on Schizophrenia and Depression; American Psychological Association; National Institute on Drug Abuse; Brain and Behavior Research Foundation; National Institutes of Health; National Science Foundation","keywords":"Psychology; Developmental psychology; Operationalization; Cognition; Psychopathology; Socioeconomic status; Clinical psychology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007413381,0.0002974302,0.0002553835,0.0002199937,0.0007421932,0.00005927493,0.0005674266,0.00006243187,0.0001167971],"category_scores_gemma":[0.0002724083,0.0001950134,0.0000720764,0.001537953,0.00036196,0.0001535006,0.0003268893,0.0004503285,0.0001452891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006066235,"about_ca_system_score_gemma":0.0003144473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003302739,"about_ca_topic_score_gemma":0.00006222806,"domain_scores_codex":[0.9968404,0.0004324606,0.0005222782,0.0006836751,0.000958927,0.0005623179],"domain_scores_gemma":[0.9989889,0.0004664989,0.0001935142,0.0001163067,0.0001242016,0.0001105426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006678947,0.00230174,0.8757846,0.00004337577,0.00008132195,0.0002141439,0.09726958,0.000002868526,0.00804457,0.0002610512,0.001630054,0.01369884],"study_design_scores_gemma":[0.001288231,0.0001079523,0.9738419,0.0002144258,0.00001170128,0.00002538033,0.02313109,0.000002488883,0.0004602118,0.0000395726,0.0006172014,0.0002598616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956988,0.0000184758,0.00001692847,0.001150566,0.0009470197,0.00119483,0.00008618982,0.00004408407,0.0008430954],"genre_scores_gemma":[0.9907532,0.000005089347,0.00001175507,0.008769577,0.00006565476,0.00004112125,0.00005975618,0.00001513088,0.0002786938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09805731,"threshold_uncertainty_score":0.7952414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04938309319801835,"score_gpt":0.3078032382361728,"score_spread":0.2584201450381545,"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."}}