{"id":"W4385156352","doi":"10.7759/cureus.42168","title":"Natural History of Untreated Optic Neuritis Associated With Mild COVID-19 Infection","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Optic neuritis; Visual field; Optic nerve; Ophthalmology; Visual acuity; Nerve fiber layer; Natural history; Atrophy; Past medical history; Surgery; Pathology; Multiple sclerosis; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007617167,0.0000801374,0.0001677949,0.00009447591,0.00003813723,0.000002958478,0.00003020233,0.00005791764,0.000329851],"category_scores_gemma":[0.0005138696,0.0000647924,0.00005433498,0.000324556,0.00009411554,0.00004229489,0.0000136758,0.0001292405,0.0000361096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005129212,"about_ca_system_score_gemma":0.0002698296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007138045,"about_ca_topic_score_gemma":0.0003231418,"domain_scores_codex":[0.9994202,0.00002769083,0.0001308086,0.0001301257,0.0001553059,0.0001358354],"domain_scores_gemma":[0.9994807,0.0001042579,0.00006651236,0.0001305646,0.0001028098,0.0001151093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001084827,0.00139675,0.3984674,0.001027188,0.001666515,0.002980036,0.005233669,0.0004224218,0.02997102,0.00345502,0.5522327,0.002062373],"study_design_scores_gemma":[0.003452581,0.001130234,0.9637308,0.0002892233,0.0004974959,0.000211019,0.0001230731,0.001820807,0.0003007606,0.0002105728,0.02799954,0.0002338924],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931071,0.0005035397,0.00001232761,0.001030408,0.0003411715,0.0001931723,0.00001692353,0.0002270085,0.004568344],"genre_scores_gemma":[0.9841614,0.000079039,0.00002916615,0.0002797439,0.00004531718,0.00001672636,0.0002757254,0.0000125955,0.01510033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5652634,"threshold_uncertainty_score":0.3611637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423400436868355,"score_gpt":0.2868532884517347,"score_spread":0.2526192840830511,"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."}}