{"id":"W3092398981","doi":"10.3126/nepjoph.v12i2.31834","title":"Corona virus infectious disease (COVID-19) pandemic and eye health care services","year":2020,"lang":"en","type":"article","venue":"Nepalese Journal of Ophthalmology","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Corona (planetary geology); Virology; Infectious disease (medical specialty); Virus diseases; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virus; Disease; Internal medicine; Outbreak","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":[],"consensus_categories":[],"category_scores_codex":[0.0001437575,0.0001318467,0.0004186633,0.0001035684,0.0001123613,0.00001305777,0.00008421516,0.0000737156,0.0003618635],"category_scores_gemma":[0.0002147783,0.0001047405,0.0001151504,0.0001274337,0.0001062915,0.00008102917,0.0000453826,0.0003449688,0.000012529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001192095,"about_ca_system_score_gemma":0.0006372404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008665925,"about_ca_topic_score_gemma":0.00001054421,"domain_scores_codex":[0.9989309,0.0001187275,0.0004013705,0.0001663961,0.0001823846,0.0002002343],"domain_scores_gemma":[0.9981071,0.00009860547,0.0003094836,0.0001034999,0.000144622,0.001236728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00117668,0.00009950229,0.9839828,0.0009719277,0.0001025231,0.008501242,0.002573485,0.00003777563,0.0007403675,0.00006024173,0.0002439136,0.001509547],"study_design_scores_gemma":[0.003579592,0.004283809,0.9154023,0.000135259,0.0002723585,0.0669002,0.00166972,0.0001125901,0.00001096664,0.0006300871,0.006832954,0.000170169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801647,0.007379358,0.00005027427,0.01143647,0.0001454918,0.0001707216,0.00003080697,0.00001842801,0.0006037453],"genre_scores_gemma":[0.9938762,0.0004945529,0.0001634291,0.005030508,0.0003544291,0.000003382325,0.00001821868,0.00001303327,0.000046236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06858049,"threshold_uncertainty_score":0.4271192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05755916793142703,"score_gpt":0.3808233030434053,"score_spread":0.3232641351119783,"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."}}