{"id":"W4210839808","doi":"10.1016/j.oret.2022.02.001","title":"Impact of Coronavirus Disease 2019 Restrictions on Retinal Detachment: A Multicenter Experience","year":2022,"lang":"en","type":"article","venue":"Ophthalmology Retina","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Research to Prevent Blindness","keywords":"Medicine; Retinal detachment; Proliferative vitreoretinopathy; Coronavirus disease 2019 (COVID-19); Epiretinal membrane; Ophthalmology; 2019-20 coronavirus outbreak; Multicenter study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Retrospective cohort study; Coronavirus; Surgery; Retinal; Disease; Vitrectomy; Visual acuity; Internal medicine; Pathology; Infectious disease (medical specialty); Randomized controlled trial","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001206467,0.0001655635,0.000271715,0.0001557857,0.0002714503,0.000005371618,0.0001524045,0.00004301681,0.006624021],"category_scores_gemma":[0.0001465343,0.0001419379,0.0002666284,0.0002771085,0.0002158067,0.00003683053,0.00013681,0.000359957,0.0000656511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001782841,"about_ca_system_score_gemma":0.000163932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001721735,"about_ca_topic_score_gemma":1.974747e-7,"domain_scores_codex":[0.9985952,0.0001467854,0.0003085313,0.0003451621,0.0003053565,0.0002989894],"domain_scores_gemma":[0.9989466,0.0001366338,0.0001531426,0.0004449727,0.00007915937,0.0002394983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003064198,0.001297982,0.9890402,0.00001971113,0.00007252529,0.002135749,0.0003526393,0.0001141563,0.002556496,0.0004010418,0.0007067014,0.0002385966],"study_design_scores_gemma":[0.001084098,0.003345908,0.9910315,0.00003701039,0.0001063799,0.002836019,0.0001948364,0.0001629606,0.0000912683,0.0001062731,0.0008769018,0.0001268551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891014,0.000172283,0.000006212551,0.0005183857,0.0002073293,0.0004143392,0.0001770075,0.00002851418,0.009374592],"genre_scores_gemma":[0.9955691,0.00001649381,0.0001482463,0.00007186534,0.00005245885,0.0001890831,0.0001278354,0.00001733865,0.003807546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006558369,"threshold_uncertainty_score":0.994284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04420208150841128,"score_gpt":0.3840543192200603,"score_spread":0.339852237711649,"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."}}