{"id":"W4403451708","doi":"10.2196/58403","title":"Digital Health Innovations for Screening and Mitigating Mental Health Impacts of Adverse Childhood Experiences: Narrative Review","year":2024,"lang":"en","type":"review","venue":"JMIR Pediatrics and Parenting","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adverse Childhood Experiences; Narrative; Mental health; Narrative review; Psychology; Environmental health; Medicine; Psychiatry; Psychotherapist; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002430877,0.000888443,0.001386088,0.007078764,0.0004983886,0.002703024,0.001130287,0.001945346,0.005338177],"category_scores_gemma":[0.01510015,0.0003861561,0.002182256,0.00624125,0.0007684291,0.002300035,0.00142349,0.001250915,0.0004664542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799784,"about_ca_system_score_gemma":0.006446175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003258241,"about_ca_topic_score_gemma":0.005468186,"domain_scores_codex":[0.9982849,0.0006401116,0.0005080932,0.0001344415,0.0003374597,0.00009487946],"domain_scores_gemma":[0.9869009,0.01114514,0.00114293,0.0001169033,0.0005642462,0.0001299123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001082819,0.0000642603,0.0006424623,0.6487843,0.0008595998,0.0002679837,0.00121226,0.000278434,0.0002383826,0.005789919,0.01017345,0.3315807],"study_design_scores_gemma":[0.00004212792,0.000113216,0.002142992,0.7744752,0.003717078,0.0007309155,0.001216537,0.000105348,0.0002173569,0.001406028,0.2158034,0.00002980172],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004620719,0.9973923,0.0001146606,0.0005592172,0.0001381776,0.00005489548,0.00008173257,0.000005273306,0.001191613],"genre_scores_gemma":[0.004049603,0.9948736,0.0002849271,0.0004533906,0.00007911787,0.00007056135,0.00004374753,0.000001772618,0.000143217],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007078764,"threshold_uncertainty_score":0.01785791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07302092701136939,"score_gpt":0.4592751170280289,"score_spread":0.3862541900166595,"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."}}