{"id":"W2034402901","doi":"10.12927/hcq.2011.22360","title":"Improving Mental Health Outcomes for Children and Youth Exposed to Abuse and Neglect","year":2011,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neglect; Mental health; Intervention (counseling); Welfare; Psychiatry; Medicine; Child abuse; Child neglect; Psychology; Nursing; Suicide prevention; Poison control; Environmental health; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004800176,0.0001700521,0.0001913477,0.0004601023,0.001333367,0.0007761499,0.0002902751,0.0002388653,0.001766957],"category_scores_gemma":[0.002163196,0.0000914646,0.0002550548,0.0005781664,0.0004175619,0.0004075403,0.001255624,0.000452074,0.0001219551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002201937,"about_ca_system_score_gemma":0.004497532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1299688,"about_ca_topic_score_gemma":0.365718,"domain_scores_codex":[0.999561,0.00008979654,0.00001954217,0.0000190157,0.00007113375,0.0002395166],"domain_scores_gemma":[0.9994141,0.00003018531,0.0001683577,0.00001457467,0.00008168133,0.0002910668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007061936,0.0002724355,0.9440739,0.00009102163,0.00004152548,0.0002925225,0.003028865,0.00009007632,0.0003539633,0.0002877869,0.001819862,0.04957747],"study_design_scores_gemma":[0.00001419079,0.0001683883,0.9912454,0.000115788,0.00005140478,0.0002274191,0.005801394,0.00005931376,0.0002370578,0.0001061022,0.001969743,0.000003840354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959654,0.0005566861,0.0000284905,0.0009090939,0.000007830033,0.00001646691,0.0001185903,0.000005431185,0.00239205],"genre_scores_gemma":[0.9980027,0.0009948243,0.0001850131,0.00009877554,0.000007714594,0.0000162145,0.000147672,0.000001643491,0.0005454932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1299688,"threshold_uncertainty_score":0.2584246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03276954764292443,"score_gpt":0.3040873339673852,"score_spread":0.2713177863244608,"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."}}