{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002656935,0.0001564675,0.0001257173,0.0007874277,0.0003187757,0.0003045642,0.0001295935,0.000305841,0.001276714],"category_scores_gemma":[0.0007478288,0.0001629459,0.0001487032,0.0003293376,0.0003251831,0.0002246872,0.0002738966,0.0001544844,0.0001813223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734894,"about_ca_system_score_gemma":0.0001750969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004367256,"about_ca_topic_score_gemma":0.008410862,"domain_scores_codex":[0.9998699,0.00001946342,0.00001427223,0.00003076318,0.00004331933,0.00002227167],"domain_scores_gemma":[0.999471,0.00005580331,0.0002460575,0.0000308752,0.0000864152,0.0001099078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000021927,0.000006259608,0.9983182,0.000002312087,0.000004681876,0.0001058846,0.00004320316,0.000008172638,0.0008393087,0.000005089967,0.00002725359,0.0006177155],"study_design_scores_gemma":[5.717321e-7,0.00002104005,0.9990987,0.000001590339,0.00000247246,0.0005624993,0.0001056771,0.0000320959,0.0001163555,0.000007139073,0.00005128831,5.388487e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995224,0.0001658266,0.00002831002,0.00001976526,0.000002178575,0.000001569519,0.00003496301,0.000001643313,0.0002232654],"genre_scores_gemma":[0.9998208,0.00004863813,0.00002515646,0.000007759948,0.000005982395,5.197398e-7,0.00004249967,3.788472e-7,0.00004827739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004367256,"threshold_uncertainty_score":0.008683681,"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."}}