{"id":"W4224870296","doi":"10.29392/001c.33820","title":"Prevalence and determinants of mental health among an indigent population in rural Burkina Faso: a cross-sectional study","year":2022,"lang":"en","type":"article","venue":"Journal of Global Health Reports","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Cross-sectional study; Medicine; Population; Feeling; Psychiatry; Psychological intervention; Distress; Mental distress; Poverty; Public health; Environmental health; Gerontology; Psychology; Clinical psychology","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":[0.002655196,0.0001503083,0.0004636332,0.000147124,0.0004855047,0.0000246128,0.0001226362,0.00004347769,0.0001306653],"category_scores_gemma":[0.00001123252,0.0001400871,0.00006311838,0.0002670861,0.00004426296,0.0003089471,0.00008456839,0.0002541825,3.147924e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001856678,"about_ca_system_score_gemma":0.0003158222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01857001,"about_ca_topic_score_gemma":0.002537932,"domain_scores_codex":[0.9958684,0.0005680177,0.002163657,0.0002696994,0.0007265671,0.0004036405],"domain_scores_gemma":[0.9963979,0.00002049364,0.003022786,0.0001888191,0.00005606084,0.0003139284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00051834,0.001802304,0.9836521,0.0001308423,0.00001853489,0.0003682486,0.002074687,0.00001839427,3.769952e-7,0.00001336728,0.00004656277,0.01135626],"study_design_scores_gemma":[0.001371652,0.004759589,0.9888101,0.00008692768,0.000005634364,0.002992764,0.001711996,0.00001843163,5.666906e-7,0.0001475764,0.00001542143,0.00007929904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951172,0.001655804,0.000001091285,0.00009386359,0.001848701,0.00118987,0.00005503262,0.000007456348,0.00003096483],"genre_scores_gemma":[0.9995952,0.00005936012,0.00003880343,0.0001355487,0.00007288061,0.00003067282,0.0000167871,0.000009235519,0.00004154026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01603208,"threshold_uncertainty_score":0.9879654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03415226375565762,"score_gpt":0.4548150265134712,"score_spread":0.4206627627578136,"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."}}