{"id":"W4385899526","doi":"10.3389/fmed.2023.1210293","title":"Global impact of COVID-19 on corneal donor tissue harvesting and corneal transplantation","year":2023,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Corneal transplantation; Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Ophthalmology; Transplantation; Etiology; Cornea; Corneal Transplant; Surgery; Disease; Pathology; Infectious disease (medical specialty)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005520671,0.0003819101,0.002366086,0.0004832489,0.00005548806,0.000007388386,0.0001255025,0.0002718902,0.00009714516],"category_scores_gemma":[0.0008667356,0.0002611712,0.0001967976,0.0008444623,0.0003666971,0.00003725836,0.00001951633,0.0003938843,0.000009440607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005299179,"about_ca_system_score_gemma":0.0007430965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001221744,"about_ca_topic_score_gemma":0.00008768126,"domain_scores_codex":[0.9978796,0.0001396478,0.0008765981,0.0004349614,0.0003651961,0.0003040082],"domain_scores_gemma":[0.9985386,0.0003719074,0.0003642664,0.0002537323,0.00005038212,0.0004211837],"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":[0.0005091701,0.0001140238,0.006869925,0.06557452,0.0006228855,0.001921692,0.000644008,0.00002438259,0.000001423993,0.0002318509,0.05234491,0.8711412],"study_design_scores_gemma":[0.01386296,0.0106296,0.03373873,0.1933001,0.01404248,0.005308989,0.001233817,0.0005856057,0.000001126854,0.001974763,0.7239311,0.00139073],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006582633,0.9911981,0.00281548,0.0004333691,0.0008490865,0.00150247,0.0005909381,0.00007894114,0.001873361],"genre_scores_gemma":[0.0001939108,0.9961538,0.001071982,0.0001081819,0.0003714785,0.00005386191,0.001256447,0.00003705348,0.0007532991],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8697505,"threshold_uncertainty_score":0.999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07043292420164171,"score_gpt":0.4083630170877672,"score_spread":0.3379300928861255,"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."}}