{"id":"W2086463009","doi":"10.1017/s2045796015000104","title":"Childhood adversity and subsequent mental health status in adulthood: screening for associations using two linked surveys","year":2015,"lang":"en","type":"review","venue":"Epidemiology and Psychiatric Sciences","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Provincial Laboratory of Public Health; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates; Alberta Centre for Child, Family and Community Research","keywords":"Medicine; Longitudinal study; Mental health; Polysubstance dependence; Gee; Clinical psychology; Population; Psychiatry; Generalized estimating equation; Substance abuse; Demography; Psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0175133,0.000384278,0.001990154,0.0005705518,0.000952318,0.00002251772,0.0002742831,0.0003862389,0.0000292764],"category_scores_gemma":[0.000511056,0.0003146167,0.0002275428,0.0008627854,0.0003890998,0.0001214834,0.00008570033,0.0005258101,0.000006114118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001282557,"about_ca_system_score_gemma":0.0006291479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002553064,"about_ca_topic_score_gemma":0.001380283,"domain_scores_codex":[0.9922407,0.00448731,0.001116015,0.001034366,0.0001360224,0.0009855984],"domain_scores_gemma":[0.9957519,0.002629877,0.001041882,0.0002184787,0.00003836624,0.0003194992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001265584,0.0001674711,0.2231447,0.0004261549,0.000184286,0.000001042739,0.001968736,0.000008100847,2.204275e-9,0.003438865,0.002112614,0.7685353],"study_design_scores_gemma":[0.005011441,0.0009839139,0.5926512,0.0019637,0.0005572949,0.0001635479,0.001566532,0.0002068327,2.875054e-9,0.006983277,0.3887348,0.001177504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004248124,0.9904446,0.0004982434,0.0008867954,0.001655031,0.001342528,0.0005774737,0.00003246775,0.0003147313],"genre_scores_gemma":[0.0008492203,0.989769,0.008115802,0.0005185322,0.0003992778,0.00003897431,0.0002610309,0.00001939428,0.00002877854],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7673578,"threshold_uncertainty_score":0.9999306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2372206433478007,"score_gpt":0.4705227503586287,"score_spread":0.233302107010828,"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."}}