{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007204315,0.0004046712,0.0004934168,0.003993975,0.0006492727,0.001055055,0.00082145,0.0006491275,0.0008430029],"category_scores_gemma":[0.01585925,0.000368522,0.0009390344,0.004857373,0.0004388322,0.0009049764,0.002869454,0.0007415203,0.0002113357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006357469,"about_ca_system_score_gemma":0.0009771255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380417,"about_ca_topic_score_gemma":0.01554281,"domain_scores_codex":[0.9932248,0.003994639,0.0007537238,0.0006748377,0.0009755865,0.0003763302],"domain_scores_gemma":[0.9917675,0.002067915,0.003845307,0.0008941846,0.0009366553,0.0004885583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007768119,0.00004277107,0.9958459,0.00003322613,0.0001683257,0.0000280404,0.0002690718,0.00009432722,0.0001094517,0.00008307836,0.0001033958,0.003144794],"study_design_scores_gemma":[0.000007895782,0.0001468281,0.9983382,0.00001701145,0.00004463967,0.00006547984,0.0003979686,0.0005042628,0.00008258945,0.00005606319,0.0003308579,0.00000816333],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9921572,0.0003683081,0.002827062,0.00007793102,0.000008586775,0.000394631,0.003126484,0.0000260429,0.001013641],"genre_scores_gemma":[0.9863339,0.000403214,0.006714685,0.00005087879,0.00001829801,0.0009433287,0.005128547,0.000008224807,0.0003988833],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01380417,"threshold_uncertainty_score":0.03810048,"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."}}