{"id":"W3096605785","doi":"10.4103/ijo.ijo_3020_20","title":"Is it essential to perform COVID-19 testing prior to ophthalmic procedures?","year":2020,"lang":"en","type":"editorial","venue":"Indian Journal of Ophthalmology","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asymptomatic; Medicine; Personal protective equipment; Transmission (telecommunications); Coronavirus disease 2019 (COVID-19); Emergency medicine; Surgery; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002711056,0.0002673717,0.0003702247,0.001062738,0.0007726037,0.001591252,0.0008498674,0.001469991,0.004395968],"category_scores_gemma":[0.01540475,0.0003068481,0.0003016298,0.001061658,0.001543333,0.002842235,0.0005749062,0.001807592,0.001054817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008186377,"about_ca_system_score_gemma":0.002570523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006707348,"about_ca_topic_score_gemma":0.01055382,"domain_scores_codex":[0.9974768,0.0005318701,0.0003262121,0.0003505726,0.0006370169,0.0006775968],"domain_scores_gemma":[0.9891813,0.002998348,0.003639256,0.0006963819,0.001992461,0.001492173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005624155,0.0003173654,0.9119713,0.0003769561,0.00002671652,0.007798837,0.00108899,0.0001378402,0.003978368,0.00068657,0.006763061,0.06629155],"study_design_scores_gemma":[0.0000405819,0.001670438,0.9120781,0.001779412,0.00009627585,0.03068886,0.01775121,0.0007720464,0.004080795,0.002196869,0.02875757,0.00008779577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.9283224,0.01525279,0.004616745,0.03667051,0.001867566,0.0002498694,0.0009253695,0.00008020883,0.01201452],"genre_scores_gemma":[0.9793188,0.006693635,0.003918124,0.007385063,0.001226941,0.00005859781,0.0005562615,0.00004779231,0.0007947186],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.006707348,"threshold_uncertainty_score":0.01470596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0505695788150862,"score_gpt":0.3811611799117257,"score_spread":0.3305916010966394,"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."}}