{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004811477,0.0002528201,0.0002654631,0.001374109,0.0009399358,0.001029663,0.0005464723,0.0004435708,0.0007119282],"category_scores_gemma":[0.00240802,0.000128974,0.0002083617,0.00197251,0.0004970078,0.0004885594,0.0004905305,0.0003684379,0.0001097783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003950668,"about_ca_system_score_gemma":0.00477362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3150741,"about_ca_topic_score_gemma":0.3095374,"domain_scores_codex":[0.9993843,0.00004089762,0.00006537042,0.00009194368,0.0002393316,0.0001780893],"domain_scores_gemma":[0.9982123,0.00009309952,0.0008938811,0.00002891028,0.0004585706,0.000313142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002302039,0.00001704946,0.9973651,0.00001827564,0.00001050027,0.0001463594,0.00007126268,0.00002373959,0.0001128786,0.000008018451,0.000101473,0.002102549],"study_design_scores_gemma":[0.000001952169,0.00003240359,0.9986418,0.00002320843,0.000008730803,0.0006183787,0.0004028229,0.00008283018,0.00004201558,0.000008479528,0.0001342495,0.000003010111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9968395,0.001825348,0.00005112001,0.0001846914,0.000006147317,0.00002043072,0.0004002295,0.000005502474,0.0006670184],"genre_scores_gemma":[0.9984815,0.0008540642,0.00008200369,0.00003500763,0.00001096692,0.000005910411,0.0004645746,0.000001224281,0.00006489625],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3150741,"threshold_uncertainty_score":0.6264805,"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."}}