{"id":"W4411809386","doi":"10.1177/11206721251353631","title":"Hypermucoviscous Klebsiella corneal abscess: Infection from inside out","year":2025,"lang":"en","type":"article","venue":"European Journal of Ophthalmology","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Evisceration (ophthalmology); Endophthalmitis; Hypopyon; Klebsiella pneumoniae; Corneal perforation; Visual acuity; Perforation; Ophthalmology; Bacteremia; Abscess; Blurred vision; Surgery; Liver abscess; Antibiotics; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001777067,0.0008255729,0.0004214863,0.0007952584,0.001054368,0.001402733,0.0003609631,0.001277346,0.00261762],"category_scores_gemma":[0.00130131,0.0003422758,0.0004326632,0.000539841,0.0008591138,0.0009502943,0.0007777416,0.001149209,0.0007275916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005741335,"about_ca_system_score_gemma":0.0006669892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001387505,"about_ca_topic_score_gemma":0.001391385,"domain_scores_codex":[0.99945,0.0000577297,0.00007558351,0.00009651939,0.0001043769,0.0002157673],"domain_scores_gemma":[0.9992006,0.0001385425,0.00033743,0.00007891273,0.00006696221,0.0001775171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001889105,0.00009659581,0.09116212,0.0002554939,0.00002116811,0.8896415,0.0003985551,0.00007438067,0.006561594,0.0002871469,0.0006394297,0.01067304],"study_design_scores_gemma":[0.00001025317,0.00006642623,0.01558123,0.00006115044,0.00002831817,0.9785514,0.0003857957,0.0001478074,0.00351484,0.0001775522,0.001462165,0.00001306417],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788362,0.00744716,0.00279671,0.0006907161,0.0001257208,0.00009222468,0.0001225721,0.0001100995,0.009778685],"genre_scores_gemma":[0.9967312,0.001575437,0.0005345488,0.0002644339,0.0001185715,0.000007306067,0.00005798763,0.00001207169,0.0006984708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00261762,"threshold_uncertainty_score":0.008756816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02981704775204804,"score_gpt":0.3141353622526757,"score_spread":0.2843183145006277,"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."}}