{"id":"W3014864841","doi":"10.1097/ico.0000000000002306","title":"Candida Keratitis: Epidemiology, Management, and Clinical Outcomes","year":2020,"lang":"en","type":"article","venue":"Cornea","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Keratitis; Medicine; Candida albicans; Fungal keratitis; Contact lens; Enucleation; Epidemiology; Visual acuity; Retrospective cohort study; Dermatology; Ophthalmology; Surgery; Internal medicine; Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009504164,0.00006779324,0.0002401687,0.00001598035,0.00004224646,0.000004827542,0.00001843564,0.00004452563,0.0001009058],"category_scores_gemma":[0.0001728268,0.00004966891,0.00007563978,0.00004889134,0.00005666841,0.00001928046,0.00003464445,0.00008186948,0.0001371511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009962102,"about_ca_system_score_gemma":0.000008146467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000420555,"about_ca_topic_score_gemma":0.00001392973,"domain_scores_codex":[0.9994615,0.00004221833,0.0001860129,0.0001790664,0.00003052683,0.0001006412],"domain_scores_gemma":[0.9995968,0.00009249299,0.00003135643,0.0001155311,0.00001195223,0.0001518398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001374919,0.00005121518,0.9850029,0.00001766328,0.0002532929,0.00009241275,0.000009705403,1.962179e-7,4.353763e-7,0.0007995522,0.004332754,0.009426105],"study_design_scores_gemma":[0.001409863,0.0002280714,0.9760312,0.00001069007,0.0001958244,0.00001893368,0.0000153893,0.0001060333,0.000002716123,0.0001574857,0.02178013,0.00004369031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726849,0.0007342789,0.0009927307,0.006989148,0.0002780618,0.0003780547,0.00001071168,0.00009881623,0.01783328],"genre_scores_gemma":[0.990559,0.0004232556,0.001588148,0.006247615,0.00008001151,0.000009226025,0.00001753277,0.000007544194,0.001067637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01787411,"threshold_uncertainty_score":0.2025439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10051686073555,"score_gpt":0.389339725315317,"score_spread":0.288822864579767,"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."}}