{"id":"W2080858012","doi":"10.3109/10408444.2010.498410","title":"Letter to the Editor: “Comparing milled fiber, Quebec ore, and textile factory dust: Has another piece of the asbestos puzzle fallen into place?” by D. Wayne Berman","year":2010,"lang":"en","type":"letter","venue":"Critical Reviews in Toxicology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asbestos; Factory (object-oriented programming); Textile; Asbestos fibers; Engineering; Environmental health; Forensic engineering; Metallurgy; Medicine; Archaeology; Geography; Materials science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003114449,0.0007923235,0.001775939,0.0007684877,0.002644199,0.002195786,0.002160523,0.02491769,0.004044202],"category_scores_gemma":[0.02255008,0.0007304859,0.0008372898,0.0007094611,0.001403135,0.002832589,0.0006201433,0.02193746,0.003491609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003949785,"about_ca_system_score_gemma":0.003638655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007737632,"about_ca_topic_score_gemma":0.01317173,"domain_scores_codex":[0.9974958,0.0008859557,0.0003384708,0.0003785054,0.0006388146,0.0002624519],"domain_scores_gemma":[0.9917562,0.004077074,0.0004870114,0.0001859094,0.00254494,0.0009488982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006303672,0.00003660431,0.0005341382,0.00004655534,0.00001203379,0.001747674,0.00007232967,0.00002301206,0.00008604381,0.0002715592,0.9929231,0.00418381],"study_design_scores_gemma":[0.0002152822,0.0001838343,0.005070341,0.0005596904,0.00009395777,0.007788986,0.0008344572,0.0006754264,0.0005431533,0.002507138,0.9814141,0.0001135333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007146863,0.001988898,0.00006676378,0.9592875,0.03643871,0.00001945115,0.00007211035,0.00003061637,0.001381182],"genre_scores_gemma":[0.005822384,0.001714737,0.000201478,0.9344115,0.05263954,0.00004241323,0.00004440691,0.00002569433,0.005097783],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02491769,"threshold_uncertainty_score":0.02865785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270140445737337,"score_gpt":0.299324766656547,"score_spread":0.2723107220828133,"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."}}