{"id":"W4392297619","doi":"10.1186/s41043-024-00527-1","title":"Differences in physical and mental health symptoms among residents living near municipal solid waste sites: a cross sectional study in the Ashanti Region, Ghana","year":2024,"lang":"en","type":"article","venue":"Journal of Health Population and Nutrition","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Environmental health; Anxiety; Mood; Mental health; Insomnia; Poor Appetite; Cross-sectional study; Medicine; Public health; Psychological intervention; Depression (economics); Appetite; Psychiatry; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001752476,0.0001065625,0.0002320246,0.000156438,0.0002888233,0.0002012656,0.0001066898,0.00003092663,0.000009549384],"category_scores_gemma":[0.00002526895,0.00007984843,0.00003485618,0.0002942285,0.0000748599,0.0004570491,0.00008761485,0.0002779326,0.000001207583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003142294,"about_ca_system_score_gemma":0.00001337051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004652557,"about_ca_topic_score_gemma":0.004778915,"domain_scores_codex":[0.9978399,0.0006170385,0.0006597402,0.0001944275,0.0004715919,0.0002173601],"domain_scores_gemma":[0.9994633,0.00009640429,0.0002717818,0.00008228383,0.000006636016,0.00007959556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003934126,0.0003880862,0.9810923,0.0001201909,0.000007179904,0.000009026937,0.01687303,0.000486077,0.000001192037,0.00002555973,0.000178176,0.0007798927],"study_design_scores_gemma":[0.0005452483,0.0006084236,0.9354454,0.0005014358,0.000003194397,0.00002789632,0.00637329,0.05618714,1.461277e-7,0.0002234333,0.00002266004,0.0000617109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971379,0.0006446889,0.00001810584,0.001470745,0.0001155395,0.0005945506,0.000002186046,0.000005862104,0.00001038996],"genre_scores_gemma":[0.9993536,0.0003070412,0.00002233271,0.0001900819,0.00008835504,0.00001148998,0.000005295184,0.000007003318,0.00001472371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05570106,"threshold_uncertainty_score":0.7033306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04016182220997307,"score_gpt":0.3508910280565388,"score_spread":0.3107292058465658,"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."}}