{"id":"W4404080534","doi":"10.1093/rap/rkae117.014","title":"OA14 Sarcoidosis, Steroids and Saprophytes","year":2024,"lang":"en","type":"article","venue":"Rheumatology Advances in Practice","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Sarcoidosis; Medicine; Dermatology; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.000639899,0.0001687371,0.000392417,0.0002792417,0.0000698805,0.00006392075,0.00009368866,0.0001488078,0.00009033411],"category_scores_gemma":[0.001516638,0.0001387775,0.00004819119,0.0004489717,0.0002774379,0.001057519,0.00009625339,0.0006523826,0.0001402177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005956427,"about_ca_system_score_gemma":0.0001165596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006355673,"about_ca_topic_score_gemma":0.00004370451,"domain_scores_codex":[0.998345,0.0001860188,0.0003428474,0.0004774735,0.0002642062,0.0003844656],"domain_scores_gemma":[0.9976051,0.001900632,0.00005253637,0.0002523467,0.00007419563,0.0001151949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00209253,0.001080713,0.3153768,0.003826495,0.0004354221,0.002640112,0.001783068,0.00001542901,0.00892279,0.06966276,0.002181504,0.5919824],"study_design_scores_gemma":[0.002909127,0.001149009,0.01596577,0.002262948,0.0002673169,0.01705958,0.00236206,0.003025033,0.004922978,0.004031182,0.9454195,0.0006254327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5929341,0.3562061,0.0004415616,0.02447302,0.0008811153,0.0005728938,0.000007944541,0.0002282649,0.02425506],"genre_scores_gemma":[0.918529,0.07638057,0.004004963,0.0006020736,0.00003968211,0.00005575383,0.000005342346,0.00002709739,0.0003555374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9432381,"threshold_uncertainty_score":0.5659183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097989312229927,"score_gpt":0.3653691394783322,"score_spread":0.354389246356033,"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."}}