{"id":"W4416673710","doi":"10.1002/aur.70137","title":"Traumatic Experiences, Psychological Distress and Suicide‐Related Behaviors in Autistic Adults","year":2025,"lang":"en","type":"article","venue":"Autism Research","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"National Institute for Health Research Applied Research Collaboration East of England; NIHR Cambridge Biomedical Research Centre; European Commission; University of Cambridge; Department of Health and Social Care; European Federation of Pharmaceutical Industries and Associations; Autism Speaks; Simons Foundation Autism Research Initiative; Medical Research Council; Cambridge Trust; Wellcome Trust; National Institute for Health and Care Research; Autistica","keywords":"Mental health; Autism; Suicide prevention; Logistic regression; Injury prevention; Coping (psychology); Occupational safety and health; Poison control","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":[0.00129454,0.0002382566,0.0003434164,0.0009527573,0.0004834407,0.0002134234,0.0009952122,0.0002489914,0.0008329095],"category_scores_gemma":[0.001612629,0.000215672,0.00005300929,0.003004264,0.00171003,0.0002257957,0.0006023691,0.001521134,0.0001724897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000179684,"about_ca_system_score_gemma":0.00009569631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008637884,"about_ca_topic_score_gemma":0.0003528686,"domain_scores_codex":[0.994473,0.00120003,0.0005560075,0.001221269,0.001167062,0.001382637],"domain_scores_gemma":[0.9979215,0.001149498,0.00004782306,0.0006610799,0.00001707948,0.0002029959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006962643,0.003294772,0.04416037,0.0004226927,0.00001396719,0.003114547,0.03115055,0.00001818157,0.0173915,0.7644688,0.001435766,0.1338326],"study_design_scores_gemma":[0.003555572,0.0007097798,0.8688186,0.0006824285,0.000008159675,0.0001157611,0.004810592,0.005999045,0.004465989,0.1100134,0.0002519345,0.0005687738],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810739,0.0006331115,0.00004052605,0.00711594,0.0001594348,0.001035816,0.00001454266,0.0001152787,0.009811433],"genre_scores_gemma":[0.9968563,0.0002645851,0.00004489419,0.00008201748,0.000004773716,0.0005660041,0.000005528206,0.00002291927,0.00215297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8246582,"threshold_uncertainty_score":0.9119775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08255447497284442,"score_gpt":0.4370307285119002,"score_spread":0.3544762535390558,"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."}}