{"id":"W3199416679","doi":"10.1016/j.bpsc.2021.09.004","title":"The Developmental Brain Age Is Associated With Adversity, Depression, and Functional Outcomes Among Adolescents","year":2021,"lang":"en","type":"article","venue":"Biological Psychiatry Cognitive Neuroscience and Neuroimaging","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie Medical Research Foundation; Brain and Behavior Research Foundation","keywords":"Depression (economics); Cohort; Psychology; Major depressive disorder; Normative; Intraclass correlation; Medicine; Psychiatry; Pediatrics; Clinical psychology; Internal medicine; Cognition; Psychometrics","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":[0.0007888888,0.0003535717,0.0002183116,0.0004296756,0.0002420872,0.0005385733,0.0003121599,0.0003312432,0.0009109774],"category_scores_gemma":[0.004313537,0.0002181272,0.0003779976,0.0002808314,0.0003175902,0.0003194797,0.0005679206,0.000689487,0.0001237172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003662528,"about_ca_system_score_gemma":0.0003458411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008549785,"about_ca_topic_score_gemma":0.008592937,"domain_scores_codex":[0.9997273,0.00009764865,0.00002314997,0.00007400948,0.00003654048,0.00004131787],"domain_scores_gemma":[0.9984198,0.0004655579,0.0006713631,0.0001131496,0.0001651926,0.0001648906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002221974,0.00001151764,0.9988931,0.000002166778,0.00002057108,0.00002896169,0.00003725737,0.0001483736,0.0000539327,0.00002315839,0.00003129672,0.0007275245],"study_design_scores_gemma":[0.000001508542,0.0000289744,0.9982362,0.000007012902,0.00001795467,0.0001167683,0.00009090221,0.001288574,0.00007660598,0.00007557339,0.00005849831,0.000001459597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994833,0.0001170566,0.0001504916,0.00004152811,0.000002396746,0.000002713516,0.0000768468,0.000002538295,0.0001231341],"genre_scores_gemma":[0.9996909,0.00005833981,0.00009969201,0.000005386432,0.000002051209,0.000002980403,0.0001013272,0.000001258629,0.00003815375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008549785,"threshold_uncertainty_score":0.01700002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04245817085811002,"score_gpt":0.2860019657075634,"score_spread":0.2435437948494533,"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."}}