{"id":"W4226050510","doi":"10.7759/cureus.23837","title":"Physician Satisfaction With Virtual Ophthalmology Clinics During the COVID-19 Pandemic: A Tertiary Eye Care Center Experience","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Nurses in Oncology; University of British Columbia","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Optometry; Family medicine; Eye care; Patient satisfaction; Tertiary care; Glaucoma; Ophthalmology; Disease; Nursing","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":[0.001189725,0.00009842416,0.0001758096,0.0002914128,0.001046357,0.001004892,0.0003164487,0.0004043882,0.004895612],"category_scores_gemma":[0.005421048,0.0001247207,0.0001637813,0.0004145784,0.0004505872,0.0004688762,0.001049482,0.0004657306,0.0002391385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009549383,"about_ca_system_score_gemma":0.001263755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005723551,"about_ca_topic_score_gemma":0.0105007,"domain_scores_codex":[0.9985402,0.0006381164,0.0001393137,0.0001029874,0.0002424025,0.000337176],"domain_scores_gemma":[0.9934723,0.001558157,0.001832742,0.0001052261,0.0007385323,0.002293075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001903164,0.0005559662,0.9183078,0.0002370334,0.00005503888,0.002317101,0.04036,0.0002474399,0.001841256,0.0001708107,0.004293017,0.03142419],"study_design_scores_gemma":[0.0000343498,0.001215602,0.8445809,0.0001666461,0.00003611096,0.00502474,0.1390771,0.0006896154,0.0005313467,0.00007723753,0.008529703,0.00003663072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978843,0.0001914457,0.0000689361,0.0004884892,0.00001382042,0.00001153261,0.00004101523,0.000004904512,0.001295518],"genre_scores_gemma":[0.9990049,0.0001568757,0.0001160494,0.0004113893,0.00001550681,0.000006985076,0.00003015871,0.000001852026,0.0002563212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005723551,"threshold_uncertainty_score":0.01637739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03140377707575729,"score_gpt":0.3411059524757272,"score_spread":0.3097021753999699,"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."}}