{"id":"W4399187822","doi":"10.3389/fpubh.2024.1369306","title":"Resilience of mental health services amidst Ebola disease outbreaks in Africa","year":2024,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Outbreak; Mental health; Context (archaeology); Disease; Ebola virus; Psychosocial; Medicine; Psychiatry; Environmental health; Family medicine; Geography; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01512519,0.000519367,0.001387342,0.01136482,0.001469936,0.003974366,0.001275451,0.001562978,0.003754725],"category_scores_gemma":[0.0721205,0.0005098962,0.002365076,0.011195,0.001705457,0.004632646,0.004413667,0.001458192,0.0001672891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005640571,"about_ca_system_score_gemma":0.01869491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01793918,"about_ca_topic_score_gemma":0.023025,"domain_scores_codex":[0.9922721,0.004315185,0.00147051,0.0004775206,0.000899589,0.0005650396],"domain_scores_gemma":[0.9637231,0.02724904,0.005524416,0.0004773063,0.002453167,0.0005729438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003113729,0.0001054124,0.031523,0.4563428,0.005134354,0.001151192,0.01191139,0.001355354,0.0002630141,0.01501884,0.01551551,0.4613678],"study_design_scores_gemma":[0.0001022156,0.0002151871,0.04486175,0.8594906,0.00447978,0.0008959898,0.01454551,0.0003885794,0.0002555795,0.007750519,0.06692628,0.00008788361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02520367,0.9395803,0.0009931447,0.02156054,0.0006438377,0.0007037026,0.002843037,0.00002790081,0.008443884],"genre_scores_gemma":[0.2414165,0.7498111,0.00252217,0.003462704,0.0003092137,0.001339657,0.0008656834,0.00001060507,0.0002622997],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01793918,"threshold_uncertainty_score":0.07999068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08420556466857539,"score_gpt":0.43605158858835,"score_spread":0.3518460239197746,"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."}}