{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002775994,0.000176129,0.0003056639,0.0001654573,0.00009665429,0.00003662755,0.0001641319,0.0002334696,0.0006446938],"category_scores_gemma":[0.00003371594,0.0001002462,0.0001857312,0.00006241112,0.0001077204,0.0000854902,0.000091008,0.001249064,0.0001100599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001601347,"about_ca_system_score_gemma":0.00005875632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003863946,"about_ca_topic_score_gemma":9.543353e-7,"domain_scores_codex":[0.9980586,0.00004741066,0.0003863994,0.0001624452,0.001120638,0.0002244663],"domain_scores_gemma":[0.9993797,0.0001154404,0.0001779531,0.0001649236,0.00003076971,0.0001312274],"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":[0.0002096654,0.0000823697,0.002948744,0.00002129879,0.00008348149,0.0001166339,0.00004218687,0.00001116543,0.0009622309,3.148312e-7,0.9903691,0.005152846],"study_design_scores_gemma":[0.0004140837,0.0003475962,0.0673128,0.0000708435,0.00008241164,0.0005273427,0.00001489715,0.00001552429,0.0002792808,0.000003559626,0.9308318,0.00009986612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07699049,0.000699611,0.0000406974,0.9206961,0.001096172,0.0002055097,0.0001050074,0.000002934068,0.0001634305],"genre_scores_gemma":[0.03979545,0.0003114,0.000591806,0.8086717,0.1458367,0.000008353461,0.0001124365,0.00002873884,0.004643391],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1447405,"threshold_uncertainty_score":0.7058945,"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."}}