{"id":"W4382933539","doi":"10.1097/ico.0000000000003333","title":"Rare Case of Thygeson Superficial Punctate Keratitis After COVID-19 Vaccination","year":2023,"lang":"en","type":"article","venue":"Cornea","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Dermatology; Vaccination; Keratitis; Coronavirus disease 2019 (COVID-19); Ophthalmology; Disease; Pathology; Infectious disease (medical specialty)","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":[0.0001081047,0.00007673439,0.0001498623,0.0001133813,0.00006683011,0.00001067098,0.00002946812,0.00004988895,0.002375943],"category_scores_gemma":[0.0002989549,0.00006468583,0.00006761272,0.0003020944,0.00002566392,0.00004771334,0.00002597756,0.00007925298,0.0002111344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000441393,"about_ca_system_score_gemma":0.0001218742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001330223,"about_ca_topic_score_gemma":0.0002414796,"domain_scores_codex":[0.9994139,0.00002407385,0.0001736707,0.0001464012,0.0001133584,0.0001286031],"domain_scores_gemma":[0.9994884,0.00008947701,0.00003286394,0.0001573878,0.00009876412,0.0001331513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003025329,0.0009514272,0.3808596,0.003518333,0.0003682555,0.1615829,0.01640941,0.0002854223,0.01862632,0.01132308,0.2686907,0.1343592],"study_design_scores_gemma":[0.006092178,0.001480743,0.9264118,0.0002274899,0.0005415991,0.008352446,0.002974713,0.007280357,0.006162388,0.003536711,0.03636393,0.0005756101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939594,0.00009858749,0.0002246431,0.002876194,0.0001764163,0.0002380741,0.00009968607,0.00008424931,0.002242717],"genre_scores_gemma":[0.9959587,0.00004504014,0.0000734317,0.0005433348,0.0001403558,0.00004642651,0.0001717875,0.00001074311,0.00301013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5455523,"threshold_uncertainty_score":0.9985361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02980653376860366,"score_gpt":0.3148605195936764,"score_spread":0.2850539858250727,"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."}}