{"id":"W2808443829","doi":"10.3390/ijerph15061279","title":"The Role of Communities in Mental Health Care in Low- and Middle-Income Countries: A Meta-Review of Components and Competencies","year":2018,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":354,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto","funders":"University of Toronto; National Institute of Mental Health; Medical Research Council; National Institute for Health and Care Research; Medical Psychiatry Alliance; Wellcome Trust","keywords":"Low and middle income countries; Mental health; Meta-analysis; Psychology; Mental health care; MEDLINE; Environmental health; Medicine; Psychiatry; Developing country; Economic growth; Political science; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00473455,0.0002301928,0.001423385,0.0006059745,0.000211116,0.00005293545,0.0005738847,0.00008116983,0.0002064524],"category_scores_gemma":[0.00003965474,0.0001475523,0.0001272704,0.0001467875,0.0009932722,0.0001823934,0.0003569155,0.0006195124,0.000002715888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007390489,"about_ca_system_score_gemma":0.0004121885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0022898,"about_ca_topic_score_gemma":0.000995319,"domain_scores_codex":[0.994706,0.001899162,0.001757776,0.0001852615,0.0009712158,0.0004805429],"domain_scores_gemma":[0.9971486,0.001064429,0.001201661,0.0001937197,0.00009092374,0.0003006375],"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":[0.0003193537,0.001171489,0.01050564,0.06172732,0.001556077,0.00002243455,0.01094706,1.476799e-8,1.392946e-7,0.001764946,0.000121629,0.9118639],"study_design_scores_gemma":[0.001642024,0.002158372,0.007729132,0.0816762,0.00005012675,0.0002709197,0.01652163,0.000002046099,4.198799e-7,0.0001949753,0.8895925,0.0001616408],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02214423,0.9741638,1.765589e-7,0.001981596,0.000154045,0.0009163237,0.0005049063,0.000001053396,0.000133833],"genre_scores_gemma":[0.05607675,0.9434357,0.00003019828,0.0002013118,0.00004219674,0.00004435411,0.0001274219,0.00001502858,0.00002703851],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9117023,"threshold_uncertainty_score":0.6017006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1937274350286131,"score_gpt":0.4771310864966646,"score_spread":0.2834036514680515,"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."}}