{"id":"W4212821928","doi":"10.1136/bcr-2017-220962","title":"Bullous eyelid","year":2018,"lang":"en","type":"article","venue":"BMJ Case Reports","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Island Health","funders":"","keywords":"Medicine; Necrotising fasciitis; Erythema; Eyelid; Debridement (dental); Intravenous antibiotics; Antibiotics; Surgery; Fasciitis; Resuscitation; Dermatology","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":[0.00009135615,0.00008520617,0.0001404259,0.00005197541,0.00009863474,0.00001075002,0.000004964886,0.00005167978,0.001204077],"category_scores_gemma":[0.0001015678,0.0000654104,0.00007707403,0.0001138125,0.00005844806,0.00002611815,0.0000172269,0.00004968469,0.0003448786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004586956,"about_ca_system_score_gemma":0.00006544195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000332784,"about_ca_topic_score_gemma":0.00003152175,"domain_scores_codex":[0.9993092,0.000008408143,0.0002319156,0.0002015139,0.0001060254,0.0001429174],"domain_scores_gemma":[0.9992512,0.0000134246,0.00008270433,0.0004014565,0.0001207804,0.0001304647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001896957,0.0001771806,0.08021879,0.00001114802,0.00008284897,0.9019029,0.00003504741,1.304861e-7,0.0002611164,0.00002052698,0.004529577,0.01274182],"study_design_scores_gemma":[0.0003120515,0.0003303115,0.01233982,0.00003481569,0.0001007796,0.9392797,0.00002251464,0.00001322661,0.003425522,0.00009312596,0.04397786,0.00007031723],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402164,0.00004424318,0.00007067343,0.0001542905,0.0004194451,0.0005013783,9.53098e-7,0.0001015997,0.058491],"genre_scores_gemma":[0.9944189,0.00000305836,0.000473597,0.0001473119,0.0005236803,0.00007080202,0.000008094592,0.00001310868,0.004341427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06787897,"threshold_uncertainty_score":0.999709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03324009537706528,"score_gpt":0.3670820083404737,"score_spread":0.3338419129634084,"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."}}