{"id":"W2783905770","doi":"","title":"Longitudinal Analysis of the OSHA IMIS Database for Worker Exposure to Crystalline Silica Dust by Industry and Comparisons to the OSHA PEL, ACGIH TLV and NIOSH REL","year":2016,"lang":"en","type":"article","venue":"ASSE Professional Development Conference and Exposition","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Windsor Clinical Research","funders":"","keywords":"Occupational exposure; Waste management; Environmental science; Environmental health; Database; Toxicology; Engineering; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001742991,0.0003572759,0.0003946076,0.00139421,0.0004493302,0.0006135968,0.0005156418,0.0005045588,0.001883345],"category_scores_gemma":[0.002861322,0.0003886198,0.0008019946,0.00186766,0.0001702718,0.0006082373,0.0008323792,0.0007354421,0.0004671093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006057139,"about_ca_system_score_gemma":0.0009013682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02606137,"about_ca_topic_score_gemma":0.01818707,"domain_scores_codex":[0.9989125,0.000310776,0.0001090602,0.0002913119,0.0001465926,0.0002298284],"domain_scores_gemma":[0.9975637,0.0002621856,0.0009178455,0.0004562566,0.0004986615,0.0003013981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008381461,0.0001043126,0.9964901,0.00001197888,0.0003061371,0.00002775065,0.00008592966,0.00009885201,0.000309058,0.00004209605,0.0007028095,0.0009830341],"study_design_scores_gemma":[0.0000312239,0.0001900044,0.9984248,0.000004698775,0.00008773334,0.00005319622,0.0002357197,0.0004172129,0.00008767889,0.00001795781,0.0004430011,0.000006862192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883661,0.0001530033,0.000291541,0.00004363938,0.00001036134,0.00002007131,0.01077317,0.00001650124,0.0003256428],"genre_scores_gemma":[0.9890626,0.00009635275,0.0002187238,0.00002657637,0.00001197841,0.00007531512,0.009873035,0.00001123993,0.0006240357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02606137,"threshold_uncertainty_score":0.05181932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03019059535535941,"score_gpt":0.2999995894488525,"score_spread":0.2698089940934931,"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."}}