{"id":"W4318457093","doi":"10.3389/fcimb.2023.1094182","title":"Fungal keratitis in Iran: Risk factors, clinical features, and mycological profile","year":2023,"lang":"en","type":"article","venue":"Frontiers in Cellular and Infection Microbiology","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Tehran University of Medical Sciences and Health Services","keywords":"Fungal keratitis; Voriconazole; Microbiology; Keratitis; Amphotericin B; Caspofungin; Aspergillus; Miconazole; Biology; Posaconazole; Medicine; Dermatology; Antifungal","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":[0.0003353552,0.0001499896,0.0003876751,0.000327507,0.00009768111,0.00001510071,0.0000192482,0.0003772598,0.00005230624],"category_scores_gemma":[0.0001012065,0.0001194245,0.0000751682,0.0003100626,0.0001732586,0.00004984732,0.00004419456,0.0004414561,0.00001640064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005869525,"about_ca_system_score_gemma":0.00002061628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003652077,"about_ca_topic_score_gemma":0.0001522724,"domain_scores_codex":[0.9988132,0.0002508856,0.0002956075,0.0003670985,0.00002768352,0.0002455098],"domain_scores_gemma":[0.999675,0.00006273572,0.00005846856,0.0001133804,0.00001617795,0.00007428259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006101002,0.0002039219,0.9873056,0.00001989274,0.00006527333,0.00009195071,0.00006346747,0.000003648889,0.002718429,0.00001859247,0.006086604,0.003361645],"study_design_scores_gemma":[0.002623788,0.0006482898,0.9834754,0.00002186598,0.0000524196,0.0001694166,0.00005848425,0.000137059,0.001075389,0.0001158338,0.01150257,0.0001194118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967368,0.0009795901,0.0002710481,0.00006865095,0.001105583,0.0003985961,0.00003873102,0.00005875311,0.0003422697],"genre_scores_gemma":[0.9943992,0.004039615,0.0005565494,0.00005871198,0.00007539963,0.00002441686,0.0003168715,0.00001166241,0.0005175362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005415967,"threshold_uncertainty_score":0.486999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861019853911368,"score_gpt":0.280572295169358,"score_spread":0.2619620966302443,"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."}}