{"id":"W4407915438","doi":"10.1186/s12888-025-06623-8","title":"A person-centered examination of adverse childhood experiences and associated distal health, mental health, and behavioral outcomes in the United Arab Emirates","year":2025,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Adverse Childhood Experiences; Mental health; Psychiatry; Psychology; Medicine; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009957511,0.0002332833,0.0001944987,0.001214516,0.0009238801,0.00074857,0.0002617073,0.0003026902,0.0009927554],"category_scores_gemma":[0.001653836,0.0002353938,0.0002972984,0.001131601,0.0004170694,0.0005049392,0.001275053,0.0004357272,0.0001243433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000595457,"about_ca_system_score_gemma":0.0008921411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02589954,"about_ca_topic_score_gemma":0.0526845,"domain_scores_codex":[0.9995922,0.0002004936,0.00002656865,0.00003721854,0.00006607744,0.00007729304],"domain_scores_gemma":[0.9992508,0.0001145893,0.0003127306,0.00009085517,0.0001336486,0.00009738305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001428315,0.00004744311,0.9921926,0.00001311218,0.00002854226,0.00003668449,0.003398159,0.00003690179,0.0001300314,0.00009451995,0.0001068165,0.00390107],"study_design_scores_gemma":[7.802028e-7,0.00003009775,0.9941646,0.000009878752,0.000004231459,0.00006499229,0.005316766,0.00008297624,0.00003447527,0.00003205628,0.0002571741,0.000002031864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992906,0.00005959892,0.0001184157,0.00005200388,0.000001564808,0.0000143544,0.0001363692,9.472412e-7,0.0003261663],"genre_scores_gemma":[0.9992471,0.0001113523,0.0002649394,0.00002252794,0.000002689584,0.00003310108,0.0002031616,6.058629e-7,0.0001144188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02589954,"threshold_uncertainty_score":0.05149758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03905714123318898,"score_gpt":0.33735854993175,"score_spread":0.298301408698561,"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."}}