{"id":"W4386547137","doi":"10.3390/bs13090749","title":"Exploring Sociodemographic Characteristics, Adverse Childhood Experience, and Mental Health History as Predictors of Anxiety and Depression among Adolescents and Young Adults: Findings from the MoreGoodDays Support Program in Alberta, Canada","year":2023,"lang":"en","type":"review","venue":"Behavioral Sciences","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; Dalhousie University; University of Alberta","funders":"Mental Health Foundation","keywords":"Anxiety; Mental health; Patient Health Questionnaire; Generalized anxiety disorder; Major depressive disorder; Depression (economics); Psychiatry; Logistic regression; Clinical psychology; Medicine; Anxiety disorder; Cross-sectional study; Young adult; Psychology; Depressive symptoms; Gerontology; Mood","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003987116,0.00033569,0.000754747,0.000160466,0.000330724,0.00002371091,0.0003063804,0.0001332062,0.00002491343],"category_scores_gemma":[0.00001976302,0.0002428084,0.00007561436,0.0003418119,0.0008631407,0.0002358316,0.0002147277,0.0003404824,7.242585e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004930903,"about_ca_system_score_gemma":0.001247889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8701809,"about_ca_topic_score_gemma":0.5973478,"domain_scores_codex":[0.9973972,0.0001714184,0.0006658293,0.0008069372,0.00043929,0.0005193003],"domain_scores_gemma":[0.9989842,0.00006452611,0.0004443902,0.0002031897,0.00001349635,0.0002902667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008860782,0.0001102715,0.7620925,0.0005692494,0.000006324049,0.000005692797,0.01554107,2.050271e-9,6.253089e-8,0.000002190922,0.0001324228,0.2215313],"study_design_scores_gemma":[0.0003376952,0.0002043013,0.9551993,0.005955311,0.00005270733,0.00001271848,0.007745403,0.000001271884,1.090954e-7,9.206207e-7,0.030262,0.0002282784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7845849,0.2125525,1.934747e-8,0.00002058982,0.001237243,0.001369773,0.0002034135,0.00002145906,0.00001009335],"genre_scores_gemma":[0.4232104,0.5762649,0.000006030477,0.00004043437,0.00003974024,0.0003061685,0.00009090358,0.0000168296,0.00002463703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3637124,"threshold_uncertainty_score":0.9901441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09815783218530685,"score_gpt":0.3824807073363708,"score_spread":0.2843228751510639,"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."}}