{"id":"W4411823349","doi":"10.4103/ijo.ijo_1178_25","title":"Nonresponding fungal keratitis: Hope with intrastromal injections","year":2025,"lang":"en","type":"article","venue":"Indian Journal of Ophthalmology","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Fungal keratitis; Keratitis; Ophthalmology; Dermatology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000143049,0.0001041988,0.0002911675,0.000570708,0.0001206174,0.00002259789,0.00005489022,0.00008429334,0.0003650606],"category_scores_gemma":[0.00006545338,0.00007748014,0.00009444252,0.0003638736,0.00008329361,0.0001011277,0.00001425622,0.0003170121,0.00001467262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001223884,"about_ca_system_score_gemma":0.0003666422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001458423,"about_ca_topic_score_gemma":0.000002005098,"domain_scores_codex":[0.9992896,0.00005927089,0.0002665339,0.0001021313,0.0001045929,0.0001778509],"domain_scores_gemma":[0.9994181,0.0000568543,0.0001314067,0.000119273,0.0001681416,0.0001062378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006071379,0.0004156983,0.9388052,0.0000245377,0.0009026097,0.05575133,0.0001187165,0.00003143092,0.0006190782,0.0004408527,0.0002727196,0.002010665],"study_design_scores_gemma":[0.002556201,0.003874602,0.5562161,0.0002201084,0.0002486292,0.4344335,0.0002034155,0.000003005531,0.001476205,0.0001976132,0.0004991752,0.00007147133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877351,0.0001836403,0.0006010894,0.0005273373,0.0004128208,0.0001074142,0.000004233341,0.000007066038,0.01042131],"genre_scores_gemma":[0.9958753,0.000006066708,0.003047385,0.0000563039,0.0001324477,0.000004599916,0.000002613226,0.000009765728,0.000865502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3825892,"threshold_uncertainty_score":0.3997157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009549275702093343,"score_gpt":0.2979400763663341,"score_spread":0.2883908006642407,"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."}}