{"id":"W1914698412","doi":"10.5858/134.3.462","title":"Pathology of Asbestosis—An Update of the Diagnostic Criteria: Report of the Asbestosis Committee of the College of American Pathologists and Pulmonary Pathology Society","year":2010,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":230,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Asbestosis; Medicine; Pathology; Pulmonary fibrosis; Idiopathic pulmonary fibrosis; Fibrosis; Asbestos; Pneumoconiosis; Differential diagnosis; Lung; Interstitial lung disease; Bronchiolitis; Respiratory system; Internal medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007210374,0.0002631411,0.001140222,0.00009735167,0.00008392523,4.292582e-7,0.0005223406,0.0001638083,0.00005038045],"category_scores_gemma":[0.001609762,0.0001428916,0.0002690584,0.0004249041,0.01558192,0.00004552923,0.0004503703,0.0004299248,2.114964e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001007306,"about_ca_system_score_gemma":0.0002443155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007183116,"about_ca_topic_score_gemma":0.00005666893,"domain_scores_codex":[0.9969789,0.0007576604,0.001213601,0.0003936979,0.0004167228,0.000239467],"domain_scores_gemma":[0.9955011,0.001085474,0.001781747,0.001344253,0.0001871571,0.0001002752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001693411,0.0005548157,0.5440511,0.0002355612,0.00005578692,0.0001333301,0.0007569705,0.000002776256,0.4531826,0.0003337045,0.0001216929,0.0004023835],"study_design_scores_gemma":[0.0008552857,0.001068137,0.9479515,0.0002788137,0.0006007014,0.000697572,0.001128965,0.00001413811,0.04643542,0.0007463706,0.0001278444,0.00009527523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944035,0.0008124459,0.0000131504,0.002118147,0.0003575803,0.000531118,0.001537894,0.000007835219,0.0002182656],"genre_scores_gemma":[0.9977124,0.0005198704,0.001019287,0.0005595135,0.00006207581,0.00002850211,0.00004833579,0.00002498086,0.00002508825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4067472,"threshold_uncertainty_score":0.9870971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007673857743475093,"score_gpt":0.2646238997151987,"score_spread":0.2569500419717236,"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."}}