{"id":"W4303699387","doi":"10.3390/ijerph191912874","title":"Adverse Childhood Experiences and COVID-19 Stress on Changes in Mental Health among Young Adults","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Canadian Institutes of Health Research; Brock University","keywords":"Mental health; Young adult; Pandemic; Stressor; Coronavirus disease 2019 (COVID-19); Social isolation; Adverse Childhood Experiences; Psychology; Longitudinal study; Intervention (counseling); Medicine; Psychiatry; Gerontology; Developmental psychology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004454061,0.0002017311,0.0002410666,0.0005313091,0.0009553723,0.0007589871,0.0001923377,0.0003699099,0.001700348],"category_scores_gemma":[0.002077883,0.000263456,0.0004395485,0.0006110371,0.0003291508,0.0005455958,0.001146956,0.0007686733,0.0001766535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006159299,"about_ca_system_score_gemma":0.0007376855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03385345,"about_ca_topic_score_gemma":0.07763211,"domain_scores_codex":[0.9996846,0.0000826551,0.00003104294,0.00003552945,0.00003815944,0.0001281716],"domain_scores_gemma":[0.9987091,0.0001658555,0.0004883992,0.00004503792,0.0001267011,0.0004649792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002640155,0.00004936497,0.9968804,0.00001439135,0.00001873202,0.00004952392,0.0009174434,0.000008174101,0.00004601997,0.0000175219,0.0001099465,0.0018621],"study_design_scores_gemma":[7.998856e-7,0.00002818151,0.9979721,0.00001802401,0.00000572446,0.00002778741,0.001810892,0.000007919593,0.0000130868,0.000006347329,0.000107728,0.00000137927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987087,0.00035646,0.00001096969,0.000116047,0.00001057225,0.00001214898,0.0001829541,8.904792e-7,0.000601185],"genre_scores_gemma":[0.9990895,0.000448038,0.00003223256,0.00007063635,0.00001092165,0.00001379543,0.0001595052,6.931473e-7,0.0001745848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03385345,"threshold_uncertainty_score":0.06731278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05474691818056433,"score_gpt":0.3959598205159256,"score_spread":0.3412129023353613,"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."}}