{"id":"W2006804594","doi":"10.1097/ico.0b013e318172fc15","title":"Toxic Epidermal Necrolysis Induced by Sulfonamide Eyedrops","year":2008,"lang":"en","type":"article","venue":"Cornea","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Toxic epidermal necrolysis; Sulfonamide; Medicine; Dermatology; Rash; Pathological; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009743861,0.00020338,0.0003804092,0.000135199,0.0001822352,0.00001007591,0.0001091648,0.0001541688,0.0001250997],"category_scores_gemma":[0.0002672715,0.000194089,0.0001764416,0.0004072734,0.00009181948,0.0001573789,0.0000485592,0.0003804328,0.001041908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001843076,"about_ca_system_score_gemma":0.0002021026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001754463,"about_ca_topic_score_gemma":0.00001179356,"domain_scores_codex":[0.9986121,0.00004033282,0.0002954102,0.0003573512,0.0002987053,0.0003960755],"domain_scores_gemma":[0.9988767,0.0001036055,0.00009150927,0.0005234414,0.00009255584,0.0003122053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006199317,0.0007463665,0.01629118,0.00004546269,0.0003026499,0.0007460598,0.0005269232,0.00001577105,0.9217778,0.000208836,0.01853006,0.04074685],"study_design_scores_gemma":[0.005118755,0.0002354587,0.6349512,0.0001293567,0.0005115673,0.002854596,0.0004649299,0.0008717911,0.1419909,0.00009648902,0.2118419,0.0009330138],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534666,0.0001541405,0.0001261313,0.0009444748,0.0003160096,0.0002386987,0.00001358185,0.0002106481,0.0445297],"genre_scores_gemma":[0.9906135,0.00006941945,0.0002116788,0.00103502,0.0002297769,0.00002529129,0.0000795957,0.00004537814,0.00769032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7797869,"threshold_uncertainty_score":0.9997359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03646421698930592,"score_gpt":0.2743945084995559,"score_spread":0.23793029151025,"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."}}