{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001356158,0.0003103192,0.0004268981,0.0002890481,0.0009945035,0.001072941,0.0003039475,0.0005914749,0.002095809],"category_scores_gemma":[0.002868278,0.0001882821,0.0005373609,0.0006163216,0.0004885577,0.0007971252,0.0007120934,0.000531339,0.000269397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157686,"about_ca_system_score_gemma":0.001145606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004573384,"about_ca_topic_score_gemma":0.005655906,"domain_scores_codex":[0.9987137,0.0005292811,0.000122196,0.0002032082,0.0001445378,0.0002871571],"domain_scores_gemma":[0.9982271,0.0004227325,0.0005771437,0.0001701791,0.0001559428,0.0004469631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001931452,0.001589135,0.9810131,0.00003883737,0.0002226811,0.001834735,0.0006601849,0.0001180885,0.0007385848,0.0001183804,0.0006097261,0.01112503],"study_design_scores_gemma":[0.0002809021,0.004190583,0.9887694,0.00004721706,0.0001577324,0.002313836,0.002537664,0.0002009248,0.0002117911,0.0000833002,0.001182397,0.00002437378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989564,0.0002120574,0.00003275534,0.00007138374,0.000007877619,0.00001165543,0.00008541991,0.000001083703,0.0006214179],"genre_scores_gemma":[0.9993199,0.0001685184,0.00005909322,0.0001064366,0.00002333364,0.00001472342,0.0001816977,0.000002423145,0.0001238623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004573384,"threshold_uncertainty_score":0.009093523,"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."}}