{"id":"W4402816121","doi":"10.1093/occmed/kqae064","title":"Reply","year":2024,"lang":"en","type":"letter","venue":"Occupational Medicine","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Workplace Safety & Insurance Board","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007402793,0.001344681,0.002538208,0.001735176,0.01216293,0.01013011,0.004234351,0.1492787,0.01710654],"category_scores_gemma":[0.03646898,0.001842325,0.00247726,0.001374081,0.004944039,0.005300532,0.005039909,0.07527426,0.01340423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008715214,"about_ca_system_score_gemma":0.0127363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02077086,"about_ca_topic_score_gemma":0.03069163,"domain_scores_codex":[0.9927018,0.001451695,0.0008153971,0.001268591,0.001929378,0.001833205],"domain_scores_gemma":[0.9841431,0.006800865,0.001036906,0.000619514,0.003326353,0.00407319],"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":[0.00004617828,0.00002522102,0.0006818718,0.00005130819,0.0000268753,0.001383154,0.0002662945,0.00003178336,0.000124524,0.001440037,0.9933368,0.002585956],"study_design_scores_gemma":[0.000115603,0.00005701053,0.002008691,0.0003850518,0.00007467481,0.001083628,0.001216515,0.0001616441,0.000221607,0.005947268,0.9886225,0.0001058502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003343542,0.0009571965,0.00005769331,0.9605843,0.03453024,0.00002570381,0.00006566414,0.00002387829,0.003421009],"genre_scores_gemma":[0.0008572721,0.0002343775,0.00005061126,0.9806415,0.009962742,0.00003816952,0.00001668979,0.000009147293,0.008189457],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1492787,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0872459931904865,"score_gpt":0.3902640285721716,"score_spread":0.3030180353816851,"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."}}