{"id":"W3161014812","doi":"10.1017/s0954579421000377","title":"Association of subcortical gray-matter volumes with life-course-persistent antisocial behavior in a population-representative longitudinal birth cohort","year":2021,"lang":"en","type":"article","venue":"Development and Psychopathology","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Medical Research Council; Ministry of Business, Innovation and Employment; National Institute on Aging; Health Research Council of New Zealand; King's College London; Fonds de Recherche du Québec-Société et Culture; Wellcome Trust; University of Otago","keywords":"Psychology; Neuropsychology; Life course approach; Population; Cohort; Developmental psychology; Clinical psychology; Neuroscience; Cognition; Medicine; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004900172,0.0003082448,0.0006198096,0.000248218,0.0001225891,0.00003146996,0.0001394081,0.0002747854,0.0006815982],"category_scores_gemma":[0.00005009443,0.0003018591,0.0001001894,0.0005053112,0.0001518999,0.0001131217,0.00004706326,0.0003261148,0.00007736171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088082,"about_ca_system_score_gemma":0.0001378155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000132867,"about_ca_topic_score_gemma":0.000853494,"domain_scores_codex":[0.9971465,0.0003363125,0.0007567874,0.0007948668,0.0003886015,0.0005769287],"domain_scores_gemma":[0.9988511,0.0001476218,0.0003858818,0.0003035252,0.0001562594,0.0001556357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003758476,0.0006879978,0.9802761,0.00002369867,0.0003721,0.0002355796,0.00456209,0.000001223921,0.0001035449,0.0003476819,0.01123881,0.001775307],"study_design_scores_gemma":[0.002175325,0.0001935465,0.9942069,0.00004382968,0.0001848729,0.0001895442,0.001812944,0.000004077134,0.00003180635,0.00006330862,0.0007489786,0.0003448659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839785,0.0005253784,0.00009658115,0.000678108,0.01144351,0.0003976857,0.00002427397,0.00003596311,0.002819994],"genre_scores_gemma":[0.9958473,0.00001688482,0.001815716,0.0002827429,0.0002473892,0.000157018,0.000129755,0.00003950403,0.001463655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01393078,"threshold_uncertainty_score":0.9999434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012643167582542,"score_gpt":0.3053747341814458,"score_spread":0.2852483025056204,"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."}}