{"id":"W4362576499","doi":"10.1016/j.yaoo.2023.02.019","title":"Viral Retinitis","year":2023,"lang":"en","type":"article","venue":"Advances in Ophthalmology and Optometry","topic":"Ocular Diseases and Behçet’s Syndrome","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Acute retinal necrosis; Retinitis; Medicine; Cytomegalovirus; Cytomegalovirus retinitis; Presentation (obstetrics); Retinal; Antiviral treatment; Virology; Virus; Herpesviridae; Viral disease; Human cytomegalovirus; Immunology; Ophthalmology; Surgery","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":[0.0001429909,0.0001031723,0.0002392679,0.0003223841,0.00004709761,0.000005655476,0.00005641573,0.0001088103,0.0004321198],"category_scores_gemma":[0.0001118816,0.0000922958,0.00004945901,0.0006242282,0.0001565719,0.0001311854,0.00006722859,0.0001647971,0.0001072965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001404002,"about_ca_system_score_gemma":0.0000173614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003128543,"about_ca_topic_score_gemma":1.679392e-7,"domain_scores_codex":[0.9991766,0.00003121953,0.0001586242,0.0002587694,0.0001054051,0.0002693821],"domain_scores_gemma":[0.9995965,0.0001013752,0.00002986557,0.0001604609,0.00001747917,0.00009435987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001045395,0.00006786153,0.987725,0.0001131664,0.00001509328,0.004279036,0.00002748263,0.000004566446,0.0001167554,0.0002381015,0.00007218176,0.007236284],"study_design_scores_gemma":[0.001023936,0.0003869743,0.9871559,0.00008579766,0.00002484981,0.004489632,0.0001469534,0.00006288846,0.0001270357,0.002186196,0.004173615,0.0001362958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767652,0.007710501,0.000003958052,0.0002994103,0.0002790256,0.0001176291,0.000009180477,0.00005709112,0.01475803],"genre_scores_gemma":[0.9955652,0.002255667,0.0003609557,0.0001221868,0.00006643969,0.00001749388,0.00003397651,0.00001244346,0.001565599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01880007,"threshold_uncertainty_score":0.4731409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118908573310121,"score_gpt":0.3684357595655129,"score_spread":0.3565449022345009,"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."}}