{"id":"W4291291818","doi":"10.1093/acrefore/9780190632366.013.159","title":"Child Development, Major Disruptive Events—Public Health Implications","year":2022,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Global Public Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"","keywords":"Safeguarding; Mental health; Pandemic; Positive Youth Development; Psychology; Political science; Public health; Coronavirus disease 2019 (COVID-19); Economic growth; Psychiatry; Criminology; Medicine; Developmental psychology; Nursing; Disease","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","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.020737,0.001208167,0.002869164,0.001513921,0.01141378,0.00009477983,0.003391712,0.001137474,0.004034039],"category_scores_gemma":[0.003418747,0.001133527,0.0005022299,0.005743728,0.0005243771,0.0005880432,0.003655713,0.01143004,0.0003467592],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02131983,"about_ca_system_score_gemma":0.156998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00552921,"about_ca_topic_score_gemma":0.007570074,"domain_scores_codex":[0.9655591,0.01288207,0.005252009,0.002531814,0.004944921,0.008830076],"domain_scores_gemma":[0.9845188,0.001521515,0.003428215,0.002524986,0.00196601,0.006040527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004885829,0.001616146,0.04202799,0.00672493,0.0002051259,0.000004581761,0.004033266,1.500464e-7,5.980123e-9,0.02826919,0.5745153,0.3425545],"study_design_scores_gemma":[0.001494481,0.0005719034,0.1302231,0.002282895,0.000008779187,0.00001490142,0.006264477,0.000001839238,7.630581e-9,0.0008763249,0.857633,0.0006282596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001426449,0.01959895,0.0003672467,0.2572534,0.003635335,0.009723974,0.01073149,0.0004242896,0.6968389],"genre_scores_gemma":[0.008743448,0.8742423,0.001645564,0.01262809,0.004717198,0.001584188,0.0193761,0.0003985369,0.07666455],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8546433,"threshold_uncertainty_score":0.9991115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1623501483026756,"score_gpt":0.472972236485146,"score_spread":0.3106220881824705,"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."}}