{"id":"W3190826567","doi":"10.1016/j.ridd.2021.104028","title":"Traumatic life events, polyvictimization, and externalizing symptoms in children with IDD and mental health problems","year":2021,"lang":"en","type":"article","venue":"Research in Developmental Disabilities","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Mental health; Psychology; Aggression; Psychiatry; Clinical psychology; Population; Occupational safety and health; Poison control; Injury prevention; Medicine; Medical emergency; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007173306,0.0001596429,0.0002525665,0.0002355796,0.0001812716,0.00007320154,0.0001046359,0.00005536821,0.0004405093],"category_scores_gemma":[0.00006595642,0.0001446949,0.00001521719,0.0004734007,0.0003131556,0.0001977894,0.0001399924,0.0002960561,0.00001633971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000269042,"about_ca_system_score_gemma":0.0002546229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001297906,"about_ca_topic_score_gemma":0.00281893,"domain_scores_codex":[0.9977679,0.0004192457,0.0003918021,0.0004793952,0.0003826686,0.0005589497],"domain_scores_gemma":[0.9994174,0.0001855244,0.00003414477,0.0001501087,0.00003049911,0.0001823115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004411703,0.0003107686,0.9521563,0.0001340302,0.0000692094,0.000003528387,0.03951579,0.000003557557,0.000006222186,0.00129507,0.0001345159,0.006326884],"study_design_scores_gemma":[0.001975683,0.0001014361,0.9584387,0.0005409314,0.000001356098,0.000171913,0.03766222,0.00001452946,0.0000167922,0.0008163663,0.00009953329,0.0001605659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919751,0.004102747,0.000005783075,0.001554729,0.00003570808,0.0007322245,0.00002013043,0.00002066767,0.001552959],"genre_scores_gemma":[0.9982347,0.0005837349,0.0003678589,0.0001381477,0.00002173306,0.0001337936,0.00005697916,0.00002446625,0.0004385429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006282357,"threshold_uncertainty_score":0.5900487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06886495457277414,"score_gpt":0.3567570176734014,"score_spread":0.2878920631006273,"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."}}