{"id":"W4409286575","doi":"10.1101/2025.04.07.25325069","title":"Ocular Manifestations in a Cohort of Patients with Mpox in the Democratic Republic of the Congo 2007 - 2011","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Defense Threat Reduction Agency; National Institutes of Health; U.S. Department of Health and Human Services; U.S. Department of Defense","keywords":"Medicine; Eyelid; Cohort; Keratitis; Dermatology; Ophthalmology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000201157,0.0003014622,0.0002397463,0.0007906465,0.0007718229,0.0007414222,0.0001492011,0.0002146715,0.0009279401],"category_scores_gemma":[0.001007873,0.000203783,0.0002390975,0.0006393998,0.0003227963,0.0004560304,0.0005057247,0.0003797882,0.000153219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005511493,"about_ca_system_score_gemma":0.0003686276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006958934,"about_ca_topic_score_gemma":0.007863578,"domain_scores_codex":[0.9997416,0.00004558205,0.00003058446,0.00006579377,0.00004127337,0.0000751703],"domain_scores_gemma":[0.9996091,0.00004269266,0.0001848846,0.00002805429,0.00003989577,0.00009542183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005382471,0.00002333612,0.995336,0.000006259304,0.00001345103,0.00172529,0.000323617,0.00002832697,0.0007769838,0.00002466135,0.0001664935,0.001521887],"study_design_scores_gemma":[0.000006664813,0.0001318924,0.9842234,0.00002178157,0.00002327615,0.01274289,0.001458471,0.00009112669,0.0002574206,0.00002040686,0.001015883,0.000006796686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989197,0.000181555,0.00004385848,0.00004434065,0.000003877134,0.000009763673,0.0002260268,0.000002617105,0.0005682438],"genre_scores_gemma":[0.9992436,0.0001949138,0.00005710429,0.00004376259,0.000009611852,0.000007868177,0.000280681,0.000002536796,0.00015982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006958934,"threshold_uncertainty_score":0.01383686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187175023667626,"score_gpt":0.2531429164064832,"score_spread":0.2412711661698069,"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."}}