{"id":"W4386768088","doi":"10.2139/ssrn.4554624","title":"Role of Screening for Uveitis in Subjects with Sarcoidosis","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Sarcoidosis; Uveitis; Medicine; Dermatology; Ophthalmology","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":[0.002673791,0.001130755,0.001710504,0.001352055,0.0006855577,0.001755124,0.0007570451,0.002166424,0.005116122],"category_scores_gemma":[0.01168821,0.0003896597,0.001203233,0.0009444702,0.0005277958,0.001590993,0.0004564999,0.001304694,0.0006461075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005160147,"about_ca_system_score_gemma":0.00147205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005904466,"about_ca_topic_score_gemma":0.00443282,"domain_scores_codex":[0.9985172,0.0008346078,0.00009960974,0.0001670414,0.0001864102,0.0001951529],"domain_scores_gemma":[0.9916529,0.005558971,0.0006347873,0.0003928533,0.000851914,0.0009084612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0034957,0.0005556039,0.9539505,0.000193298,0.0004426128,0.0008636196,0.0001691374,0.0002723571,0.0008241447,0.0002264885,0.001624814,0.03738176],"study_design_scores_gemma":[0.0001775471,0.002175273,0.9866738,0.0004148188,0.001198958,0.002160336,0.0007625899,0.002239313,0.0005360761,0.0009524068,0.002666821,0.00004204435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9271892,0.04871824,0.000741311,0.006406968,0.0007147082,0.00004842976,0.0006645873,0.00008496145,0.01543161],"genre_scores_gemma":[0.9933873,0.003280099,0.0005712812,0.0003852431,0.000519376,0.00001330237,0.0002664203,0.00001235288,0.001564543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005904466,"threshold_uncertainty_score":0.01711518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03653843399277905,"score_gpt":0.3206177108654074,"score_spread":0.2840792768726284,"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."}}