{"id":"W4298002152","doi":"10.3390/vision6040060","title":"“Vision Loss” and COVID-19 Infection: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Vision","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Meta-analysis; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Betacoronavirus; Coronavirus Infections; Pandemic; Systematic review; Medicine; MEDLINE; Biology; Pathology; Outbreak; Infectious disease (medical specialty); Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001141295,0.0003530633,0.006185711,0.0004967865,0.0002443058,0.00005077571,0.00007099141,0.0001274652,0.005174551],"category_scores_gemma":[0.0007544818,0.0002034367,0.001819513,0.001229427,0.00007301848,0.00005956346,0.0001782916,0.000347812,0.00004242544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001179407,"about_ca_system_score_gemma":0.0001447988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004681306,"about_ca_topic_score_gemma":0.00000762792,"domain_scores_codex":[0.9974856,0.0005367877,0.0008989249,0.0005419068,0.0003990225,0.0001378005],"domain_scores_gemma":[0.9979278,0.0005988699,0.0004960466,0.0006195035,0.00004900181,0.000308819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000001691747,0.00004111084,0.000001201735,0.9625288,0.02887852,0.00006489947,0.00001253923,1.480956e-7,1.085641e-8,0.00007553844,0.001217328,0.007178224],"study_design_scores_gemma":[0.0000587796,0.0001607999,0.000002453808,0.01655644,0.5442632,0.0005484342,0.00000261228,0.000005536469,2.515536e-9,0.00001842683,0.4382752,0.0001081935],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.707215e-7,0.9952644,0.0001498852,0.001257243,0.00002558349,0.002690715,0.00007130907,0.00004539662,0.0004949961],"genre_scores_gemma":[0.000004180721,0.9947985,0.00006992897,0.001163934,0.0000224805,0.0005395469,0.0003367578,0.00002279179,0.003041889],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9459723,"threshold_uncertainty_score":0.9957349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381153479389613,"score_gpt":0.449504343061684,"score_spread":0.3113889951227227,"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."}}