{"id":"W2905025536","doi":"10.1093/pch/pxy146","title":"How to screen for ACEs in an efficient, sensitive, and effective manner","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine","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":[0.0006704868,0.0001866716,0.0003027962,0.0003343617,0.0002555412,0.00005305569,0.0001121585,0.0001113766,0.00001273406],"category_scores_gemma":[0.00007302929,0.0001723343,0.00004748429,0.0004499327,0.00006297193,0.00006679403,0.00004846045,0.0002052911,0.00005618123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006053423,"about_ca_system_score_gemma":0.00003433818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002838305,"about_ca_topic_score_gemma":0.001443136,"domain_scores_codex":[0.9982975,0.0001888085,0.0002088778,0.0005874785,0.0001307487,0.000586549],"domain_scores_gemma":[0.9989136,0.0002920398,0.00009919258,0.0002884431,0.00009178476,0.0003149168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002891036,0.002484691,0.3278473,0.0004065659,0.0002172958,0.00006065656,0.1104611,0.00007351638,0.0000381921,0.05001794,0.03962823,0.4658735],"study_design_scores_gemma":[0.002654008,0.001858981,0.9820656,0.00003877194,0.00002082991,0.00001581231,0.0009607552,0.0001341046,0.00004567354,0.0001760234,0.01174766,0.0002817827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844279,0.0007730109,0.001482754,0.008759312,0.0005725637,0.001971837,0.0001414072,0.00006574269,0.001805459],"genre_scores_gemma":[0.9928691,0.00004790435,0.0009213631,0.004204114,0.001742145,0.00006447459,0.00002915593,0.00003453414,0.00008719331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6542183,"threshold_uncertainty_score":0.7027588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786623472999632,"score_gpt":0.3212207164644838,"score_spread":0.3033544817344875,"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."}}