{"id":"W3097600990","doi":"10.1186/s13031-020-00317-6","title":"Improving mental health and psychosocial wellbeing in humanitarian settings: reflections on research funded through R2HC","year":2020,"lang":"en","type":"article","venue":"Conflict and Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mailman School of Public Health, Columbia University; Fogarty International Center; Universiteit Antwerpen; Saint Joseph University; University of New South Wales; Enhancing Learning and Research for Humanitarian Assistance; National Institute for Health and Care Research; Government of the United Kingdom; Queen Mary University of London; University of Rwanda; York University; National Center for Advancing Translational Sciences; Johns Hopkins Bloomberg School of Public Health; Wellcome Trust; Muhimbili University of Health and Allied Sciences; Queen Margaret University; University of Health and Allied Sciences; Johns Hopkins University; Action Contre La Faim; Université de Genève; Yale University; Foreign, Commonwealth and Development Office; World Health Organization","keywords":"Mental health; Psychosocial; Psychological intervention; Health services research; Nursing; Medicine; Portfolio; Public relations; Public health; Medical education; Psychology; Psychiatry; Political science; Business","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.1841035,0.001077221,0.002345768,0.002971536,0.008538645,0.01723348,0.007153151,0.0163119,0.01034647],"category_scores_gemma":[0.1384228,0.0009239787,0.002830275,0.005665565,0.01933223,0.02005963,0.03125459,0.02164112,0.001599888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02369259,"about_ca_system_score_gemma":0.1479673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03596859,"about_ca_topic_score_gemma":0.03999549,"domain_scores_codex":[0.8430318,0.1178883,0.005473496,0.004048499,0.009281493,0.02027641],"domain_scores_gemma":[0.671388,0.2641893,0.006802686,0.007841296,0.02710674,0.02267199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006811546,0.001869758,0.005719147,0.03744263,0.00028634,0.001449603,0.1189574,0.0008034662,0.001071617,0.1513771,0.1416694,0.5386726],"study_design_scores_gemma":[0.0005756026,0.001946854,0.01931594,0.09499779,0.0003072754,0.001030354,0.3227707,0.0004691028,0.001243953,0.05274344,0.5042163,0.0003827114],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01478975,0.1761687,0.002219642,0.7886549,0.004517417,0.0006418352,0.0003934418,0.000074071,0.01254029],"genre_scores_gemma":[0.2770672,0.3446982,0.02520543,0.3369471,0.005231431,0.004892481,0.0008847458,0.0003326474,0.004740776],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1841035,"threshold_uncertainty_score":0.973644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2642021760907887,"score_gpt":0.5028610075426657,"score_spread":0.2386588314518771,"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."}}