{"id":"W4220865689","doi":"10.1513/annalsats.202109-1064oc","title":"Pathology and Mineralogy Demonstrate Respirable Crystalline Silica Is a Major Cause of Severe Pneumoconiosis in U.S. Coal Miners","year":2022,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Environmental Health Sciences; Alpha Foundation for the Improvement of Mine Safety and Health","keywords":"Pneumoconiosis; Silicosis; Coal; Lung disease; Coal mining; Pulmonary fibrosis; Coal dust; Occupational exposure","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":[0.0002122137,0.000112722,0.0003571458,0.00003490415,0.00005985624,0.00000196296,0.0001146356,0.00002488729,0.00008517304],"category_scores_gemma":[0.00003367774,0.00008923655,0.0002021545,0.0002997005,0.000673076,0.00003097202,0.0001824551,0.0001467064,6.508695e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002551641,"about_ca_system_score_gemma":0.00006396523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004895845,"about_ca_topic_score_gemma":0.00001675126,"domain_scores_codex":[0.998958,0.0001416947,0.0002766827,0.0002104995,0.0002269403,0.0001862049],"domain_scores_gemma":[0.9993021,0.0001008723,0.0002708764,0.0002327546,0.00002648635,0.00006691019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00115414,0.0005814687,0.9045514,0.0001488936,0.0002104879,0.00002736525,0.0008382535,0.0003382164,0.07548137,0.00001448424,0.01220035,0.004453545],"study_design_scores_gemma":[0.0005629766,0.0007854835,0.9890584,0.00003911055,0.0001437856,0.0001155974,0.002708817,0.0002768878,0.004558238,0.0001996268,0.001408553,0.0001424606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910123,0.0006062922,0.000001345873,0.007679824,0.00001531812,0.0001960901,0.000331989,0.000006919018,0.0001499053],"genre_scores_gemma":[0.9924656,0.0003673052,0.0003698848,0.006263036,0.0000151975,0.00003207381,0.00002443002,0.00001248654,0.0004500456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08450703,"threshold_uncertainty_score":0.3638961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05272227894368363,"score_gpt":0.3518515751985766,"score_spread":0.2991292962548929,"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."}}