{"id":"W3087574257","doi":"10.1542/peds.2020-0438","title":"Long-term Cognitive, Psychological, and Health Outcomes Associated With Child Abuse and Neglect","year":2020,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":372,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institute on Drug Abuse","keywords":"Medicine; Neglect; Psychological abuse; Psychiatry; Child abuse; Sexual abuse; Clinical psychology; Physical abuse; Substance abuse; Poison control; Mental health; Suicide prevention; Medical emergency","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":[0.0001145958,0.0002059935,0.0003514359,0.00006898688,0.0001648286,0.00005297278,0.00008713556,0.000121132,0.0001736004],"category_scores_gemma":[0.00007723868,0.0001574631,0.0000394742,0.00034603,0.00008783553,0.0000616964,0.00002956527,0.000339204,0.00005102089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001151351,"about_ca_system_score_gemma":0.00001327711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001841424,"about_ca_topic_score_gemma":0.00006738625,"domain_scores_codex":[0.9986991,0.00008947107,0.0002255077,0.0004859144,0.0001522122,0.0003478158],"domain_scores_gemma":[0.9991616,0.0002321206,0.0001479589,0.0001272441,0.00003794334,0.0002931315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008312998,0.0002425978,0.9894949,0.0000232456,0.00008169641,0.00006825998,0.002886817,1.169234e-7,1.53985e-7,0.00008220017,0.001988136,0.005048785],"study_design_scores_gemma":[0.002953733,0.0007371933,0.9957336,0.00001804622,0.00009252889,0.00003256407,0.0001200405,0.000001585572,4.808704e-7,0.00001483048,0.000100828,0.000194536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893172,0.003302092,0.0000978301,0.004311536,0.0001313577,0.0003547493,0.00005460322,0.0001442618,0.00228636],"genre_scores_gemma":[0.9889846,0.001767146,0.00003536095,0.008802139,0.0002600236,0.00001221111,0.00004090929,0.00002750427,0.00007014896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006238772,"threshold_uncertainty_score":0.6421161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05078845867204541,"score_gpt":0.3379986113530809,"score_spread":0.2872101526810355,"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."}}