{"id":"W4387623341","doi":"10.5114/ko.2023.131903","title":"The significance of teleophthalmology during a pandemic and in general","year":2023,"lang":"en","type":"article","venue":"Klinika Oczna","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001499853,0.0000428709,0.0001165664,0.0000509754,0.00003875205,0.000002771241,0.00003523217,0.00003317758,0.00002113659],"category_scores_gemma":[0.0001049978,0.00002856009,0.00002402545,0.0001835193,0.00009970431,0.00001104187,0.0000260739,0.00009630452,0.00001692635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008423016,"about_ca_system_score_gemma":0.00003032096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000384991,"about_ca_topic_score_gemma":0.00002533097,"domain_scores_codex":[0.9995357,0.00002010454,0.0001534001,0.0000986763,0.00006238325,0.0001297707],"domain_scores_gemma":[0.9996542,0.000160728,0.00003015693,0.0001055108,0.0000183131,0.00003106374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003356753,0.00004622626,0.9305783,0.0001188959,0.00003262699,0.0002935184,0.0004707639,0.00002301521,0.06097564,0.0008597231,0.0002982962,0.005967337],"study_design_scores_gemma":[0.0004690814,0.000063367,0.9968864,0.00002847794,0.000009297096,0.0001953697,0.0001359231,0.0002152214,0.0007583867,0.0008413622,0.0003649438,0.00003220862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974735,0.0001675174,0.00000118394,0.0008133301,0.00005401606,0.0001335211,0.000003025436,0.00001924082,0.001334603],"genre_scores_gemma":[0.9963429,0.0002074826,0.00005742337,0.00002472588,0.00006451517,0.00001799349,0.000002994934,0.000004613031,0.00327737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06630808,"threshold_uncertainty_score":0.1164647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0242373110203578,"score_gpt":0.310457494750509,"score_spread":0.2862201837301512,"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."}}