{"id":"W28564776","doi":"10.1080/15459620590957346","title":"Letter to the Editor","year":2005,"lang":"en","type":"letter","venue":"Journal of Occupational and Environmental Hygiene","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beryllium; Medicine; Physics; Nuclear physics","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":[0.001148271,0.001145448,0.001023505,0.0008545181,0.001635917,0.002811774,0.001991957,0.01184202,0.1046335],"category_scores_gemma":[0.01609918,0.0005474357,0.0009354362,0.0003974271,0.0008242975,0.003245175,0.001266032,0.01064857,0.06984358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337863,"about_ca_system_score_gemma":0.001546299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009893696,"about_ca_topic_score_gemma":0.001388366,"domain_scores_codex":[0.9991647,0.0001735543,0.00009850294,0.0001519568,0.0002603645,0.0001509535],"domain_scores_gemma":[0.9958197,0.001179048,0.0002384477,0.0001690363,0.001687287,0.0009064502],"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":[0.00001674286,0.000009282208,0.00006347135,0.00003582826,0.000003294859,0.0006423344,0.00001197501,0.00001593715,0.00003211572,0.0003309367,0.9921261,0.006711971],"study_design_scores_gemma":[0.00002821601,0.00002580914,0.0002499427,0.0001559443,0.000008036012,0.003869107,0.00008241261,0.00007668934,0.0001227825,0.0009575369,0.9944084,0.00001508847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006425364,0.007119525,0.0003508166,0.4494176,0.5181658,0.0000527429,0.0002268276,0.0002708039,0.02375337],"genre_scores_gemma":[0.008815552,0.009062176,0.0005041477,0.5164723,0.3616316,0.00008762578,0.0002668723,0.0001943157,0.1029654],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1046335,"threshold_uncertainty_score":0.3500341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814685754265615,"score_gpt":0.2941302069362891,"score_spread":0.2659833493936329,"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."}}