{"id":"W4411477090","doi":"10.1101/2025.06.18.25329867","title":"Mobile Life Skills Education Adoption Among Internally Displaced Persons in Northern Nigeria and Health Systems Implications for Equitable Mental Health Support: A cross-sectional study","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia; Ministry of Health; Dalhousie University","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research; Foreign, Commonwealth and Development Office; Grand Challenges Canada; Government of Canada; Global Affairs Canada; United States Agency for International Development","keywords":"Psychosocial; Mental health; Psychological intervention; Residence; Poisson regression; Medicine; Psychology; Clinical psychology; Demography; Gerontology; Environmental health; Psychiatry; Population","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":[0.0008235878,0.0002546073,0.0002837575,0.0006690182,0.001067181,0.0008153804,0.000390463,0.0004676366,0.002055284],"category_scores_gemma":[0.001739257,0.0004421702,0.0003567305,0.0007149255,0.0005267572,0.0008346678,0.0009370562,0.0007535485,0.0002746767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006375029,"about_ca_system_score_gemma":0.0009892447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01491231,"about_ca_topic_score_gemma":0.03271911,"domain_scores_codex":[0.999684,0.0000803598,0.0000435869,0.0000410289,0.00004732618,0.000103717],"domain_scores_gemma":[0.9993746,0.0001566609,0.0002438683,0.0000372846,0.00009774536,0.00008993515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002118177,0.0001756142,0.989818,0.00007009849,0.00001076621,0.0002016171,0.006504572,0.00001479012,0.0001309563,0.0000654287,0.0001273162,0.002859524],"study_design_scores_gemma":[0.000005240621,0.0002650901,0.943848,0.0002701199,0.00002727032,0.0004640364,0.05413801,0.0001111339,0.00009175102,0.00005568978,0.0007133399,0.00001023244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994597,0.00008198724,0.00002409862,0.00004065043,0.000002506416,0.00002506121,0.00009840693,4.249047e-7,0.000267212],"genre_scores_gemma":[0.9993035,0.0002264272,0.00008885512,0.000058113,0.000002981084,0.00005367076,0.00008599855,6.213525e-7,0.000179924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01491231,"threshold_uncertainty_score":0.02965099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0349446460190183,"score_gpt":0.4112868977018583,"score_spread":0.37634225168284,"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."}}