{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002688841,0.0001324477,0.0003226324,0.0002647608,0.00007418674,0.00002100441,0.00007420392,0.0000456591,0.0003822826],"category_scores_gemma":[0.0001306195,0.0001058035,0.0001759906,0.0001422474,0.00006868777,0.00007001602,0.00004444601,0.0003090616,0.000218397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007726802,"about_ca_system_score_gemma":0.0001078787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004836542,"about_ca_topic_score_gemma":0.000001091017,"domain_scores_codex":[0.998876,0.0002836085,0.0004279913,0.0001480133,0.0001131553,0.0001512361],"domain_scores_gemma":[0.9992282,0.0000731322,0.0002261824,0.0002032178,0.0001725781,0.00009665599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005795862,0.0009171985,0.9254636,0.00003750895,0.001192491,0.05221553,0.0002212375,0.00009441414,0.005747786,0.0001025256,0.002604556,0.01082358],"study_design_scores_gemma":[0.003974212,0.001427347,0.9426646,0.0001992813,0.0004392344,0.03327384,0.00003700321,0.00001977956,0.001595829,0.000316784,0.01593979,0.0001123076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8521625,0.0004055342,0.0006222683,0.0002563361,0.00135694,0.0000748463,0.0000034085,0.00001408202,0.145104],"genre_scores_gemma":[0.9965861,0.00005810731,0.000721551,0.0001632249,0.0003059026,6.607879e-7,0.000008132312,0.00002016073,0.002136126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1444236,"threshold_uncertainty_score":0.4314542,"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."}}