{"id":"W3173091047","doi":"10.1111/aos.14872","title":"Herpes simplex virus PCR in 2230 explanted corneal buttons","year":2021,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shared Services Canada","funders":"Semmelweis Egyetem","keywords":"Keratitis; Herpes simplex virus; Medicine; Ophthalmology; Cornea; Demographics; Polymerase chain reaction; Virus; Biology; Virology; Gene","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000813383,0.0001804976,0.0003342991,0.0000985657,0.00007790399,0.00001903032,0.00006473827,0.0001675333,0.007848403],"category_scores_gemma":[0.0001596001,0.0001438145,0.0001002884,0.0003779908,0.00005794415,0.00005187644,0.000068282,0.000160243,0.0004606105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008130461,"about_ca_system_score_gemma":0.00009599206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003313508,"about_ca_topic_score_gemma":0.00005786518,"domain_scores_codex":[0.9988456,0.00008690269,0.0002441979,0.0003576746,0.0001295255,0.0003361428],"domain_scores_gemma":[0.9992918,0.0001162977,0.00005409056,0.0003519964,0.00004783235,0.0001380177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009570574,0.0148487,0.563731,0.0001486243,0.001096349,0.1387413,0.0006577453,0.00001044212,0.03219075,0.001349785,0.01302431,0.233244],"study_design_scores_gemma":[0.003978174,0.0006830097,0.6185584,0.0001371108,0.0001227328,0.01112117,0.0003156723,0.00006262291,0.02397295,0.0005540558,0.3400837,0.0004104293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8662634,0.0002044274,0.000006185297,0.0003296603,0.0001043749,0.0001836457,0.00002755932,0.00008781864,0.1327929],"genre_scores_gemma":[0.990532,0.00009025858,0.0006534709,0.0002602931,0.00005478186,0.0000512828,0.00007845897,0.00002938259,0.008250092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3270594,"threshold_uncertainty_score":0.9930586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05606554398383626,"score_gpt":0.3260256429956277,"score_spread":0.2699600990117914,"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."}}