{"id":"W3059693894","doi":"10.1007/s42250-020-00174-z","title":"Contamination and Human Health Risk Due to Toxic Metals in Dust from Transport Stations in the Kumasi Metropolis, Ghana","year":2020,"lang":"en","type":"article","venue":"Chemistry Africa","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Mercury (programming language); Environmental chemistry; Cadmium; Contamination; Health risk; Environmental science; Heavy metals; Pollution; Inductively coupled plasma mass spectrometry; Human health; Ingestion; Inductively coupled plasma; Chemistry; Mass spectrometry; Environmental health; Medicine; Biology","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":[0.0004714401,0.0001316978,0.0002085031,0.00001520458,0.0000993985,0.00001481911,0.0002309644,0.00005313144,0.000867666],"category_scores_gemma":[0.00009438027,0.0001147143,0.00002861447,0.0003186825,0.0001098998,0.00009046832,0.00005465711,0.0002156349,0.00003983857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002828578,"about_ca_system_score_gemma":0.00001097901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001300054,"about_ca_topic_score_gemma":0.0007229993,"domain_scores_codex":[0.9986558,0.0001224599,0.0003206603,0.0003672016,0.000292163,0.0002417236],"domain_scores_gemma":[0.9994364,0.00009086277,0.00008404632,0.0002185494,0.000001521216,0.0001686343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009600206,0.001626803,0.3291077,0.0002029756,0.00009855004,0.0002533405,0.1510139,0.007656145,0.484516,0.0002216155,0.007152173,0.0180547],"study_design_scores_gemma":[0.000623673,0.0000787911,0.9555951,0.00001778157,0.00002564479,0.000002300327,0.00566608,0.0003148882,0.02003994,0.0003590657,0.01701204,0.0002647213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920783,0.0001200602,0.0007287514,0.00322917,0.000009435983,0.000299297,0.00009360127,0.00001361053,0.003427772],"genre_scores_gemma":[0.9984397,0.00002741777,0.0007958776,0.0005206465,0.00002486013,0.00006110443,0.00004223196,0.00001076679,0.00007739788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6264873,"threshold_uncertainty_score":0.9500334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02220061638939354,"score_gpt":0.2559839874555637,"score_spread":0.2337833710661702,"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."}}