{"id":"W4385851626","doi":"10.1001/jamanetworkopen.2023.29172","title":"Mental Illness Following Physical Assault Among Children","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Public Health Ontario; The Scarborough Hospital; Institute for Clinical Evaluative Sciences; Centre Hospitalier Universitaire Sainte-Justine; Women's College Hospital; University of Toronto","funders":"University of Toronto Scarborough; Sickkids Research Institute; Women's College Hospital; Department of Psychiatry, University of Toronto; Hospital for Sick Children; University of Toronto","keywords":"Mental illness; Psychiatry; Medicine; Psychology; Mental 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":[0.0002374457,0.000213337,0.0002475008,0.000696387,0.0006382318,0.0005738154,0.0003580504,0.0002232252,0.002300833],"category_scores_gemma":[0.001374903,0.0002326844,0.00040088,0.001165115,0.0003948115,0.0003759683,0.0006171683,0.0005825646,0.0001902317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551381,"about_ca_system_score_gemma":0.001492258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1540628,"about_ca_topic_score_gemma":0.219487,"domain_scores_codex":[0.9996362,0.00003649268,0.00002765802,0.0000533221,0.0001113544,0.0001350567],"domain_scores_gemma":[0.9992149,0.00004093485,0.0005032335,0.00002452654,0.0000888931,0.0001274776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006200306,0.000006178248,0.999255,0.000007199006,0.000006480765,0.00007819856,0.00007735447,0.00001014839,0.00002167527,0.000006415348,0.0001023619,0.0004229213],"study_design_scores_gemma":[6.467806e-7,0.00001094721,0.9994949,0.00001096557,0.000003244338,0.0001829134,0.0001814313,0.00001682955,0.00001185148,0.000005144484,0.0000801684,9.308463e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977854,0.0002394526,0.00003457559,0.00009756806,0.000009110094,0.00001548809,0.001126877,0.000003749144,0.0006876342],"genre_scores_gemma":[0.9982022,0.0004290807,0.00006441927,0.00003252202,0.0000101467,0.00001080038,0.001038216,0.000001380633,0.0002112529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1540628,"threshold_uncertainty_score":0.3063321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083632136579007,"score_gpt":0.3245743047567173,"score_spread":0.3037379833909273,"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."}}