{"id":"W4405263894","doi":"10.1093/annweh/wxae096","title":"Occupational exposure to respirable crystalline silica at an underground copper mine in Zambia","year":2024,"lang":"en","type":"article","venue":"Annals of Work Exposures and Health","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"World Bank Group","keywords":"Silicosis; Pneumoconiosis; Copper mine; Environmental health; Occupational exposure; Mine safety; Mining engineering; Copper; Environmental science; Metallurgy; Coal mining; Medicine; Waste management; Materials science; Geology; Coal; Engineering; Pathology","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":[0.0003133178,0.0001274446,0.0002635138,0.0001367815,0.00007629844,0.00002011936,0.0000445333,0.00005544331,0.0002505783],"category_scores_gemma":[0.00001880975,0.000108658,0.00005571224,0.0002451295,0.00005008525,0.00009707522,0.0000432537,0.00008669445,0.00001826422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005953426,"about_ca_system_score_gemma":0.0001407598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004469678,"about_ca_topic_score_gemma":0.0006640723,"domain_scores_codex":[0.9987532,0.00004044798,0.0003787928,0.0002952676,0.0002844067,0.0002478969],"domain_scores_gemma":[0.9993615,0.00006109474,0.00004433455,0.0001639332,0.00003025641,0.0003389019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001860076,0.0004965003,0.9149624,0.0004804035,0.00003660066,0.0000267002,0.0004056949,0.0004529168,0.0006274855,0.0009158147,0.07332627,0.006409111],"study_design_scores_gemma":[0.0003908723,0.00206252,0.9737076,0.0004569216,0.00001017889,0.000008217501,0.0000793268,0.00003879153,0.00006519403,0.0003193048,0.02276092,0.0001001759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696879,0.0104606,0.000009297966,0.01907085,0.00005177463,0.0002882016,0.00008938573,0.00002504474,0.0003169843],"genre_scores_gemma":[0.9910883,0.0008438827,0.0004120246,0.005785145,0.0001531907,0.00001806451,0.0002409062,0.00001746815,0.001441067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05874514,"threshold_uncertainty_score":0.4430945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09903190853413357,"score_gpt":0.3946141312401046,"score_spread":0.295582222705971,"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."}}