{"id":"W3137927583","doi":"10.1007/s10488-021-01125-7","title":"Promoting Children's Mental, Emotional, and Behavioral (MEB) Health in All Public Systems, Post-COVID-19","year":2021,"lang":"en","type":"article","venue":"Administration and Policy in Mental Health and Mental Health Services Research","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"National Institute of Mental Health","keywords":"Mental health; Psychology; Public relations; Public health; Retrenchment; Political science; Business; Psychiatry; Medicine; Nursing; Public administration","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002299039,0.0002913854,0.0005000864,0.0006674206,0.001151577,0.0002554236,0.0001522735,0.0001529597,0.0001179585],"category_scores_gemma":[0.00001055096,0.0003075846,0.00003301087,0.000701321,0.0001793882,0.000335337,0.0001741504,0.0006377918,0.00001411982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009857395,"about_ca_system_score_gemma":0.003240611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06417409,"about_ca_topic_score_gemma":0.05305334,"domain_scores_codex":[0.9946353,0.001504507,0.001044263,0.0008615419,0.0005538999,0.001400442],"domain_scores_gemma":[0.9971345,0.00009786787,0.0002526735,0.0002634854,0.00005265536,0.002198784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001644348,0.00705584,0.3699635,0.01217789,0.0001087531,0.00009858158,0.440175,3.497747e-7,0.0001020668,0.02484389,0.00677968,0.13705],"study_design_scores_gemma":[0.0174893,0.01134988,0.6249644,0.002388616,0.00000504524,0.003482126,0.2251836,0.0003150573,0.00003235308,0.0003858123,0.1134851,0.0009188126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7953809,0.01502166,2.669323e-7,0.1863713,0.0001967715,0.002104176,0.000682515,0.00003111209,0.0002112863],"genre_scores_gemma":[0.951094,0.01275662,0.00004957863,0.03207068,0.0001661843,0.0001150661,0.003525663,0.00002969585,0.0001925423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2550008,"threshold_uncertainty_score":0.9999377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1288720705159626,"score_gpt":0.5206376524370664,"score_spread":0.3917655819211038,"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."}}