{"id":"W4388737700","doi":"10.2196/52507","title":"Periorbital Necrotizing Fasciitis: Case Presentation","year":2023,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Fasciitis; Presentation (obstetrics); Fascia; Medicine; Pathophysiology; Streptococcus pyogenes; Dermatology; Deep fascia; Soft tissue; Case presentation; Surgery; Pathology; Biology; Staphylococcus aureus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001967235,0.00008081141,0.0002338359,0.0007371666,0.0001531116,0.00006278211,0.00008921889,0.0001029881,0.00191443],"category_scores_gemma":[0.005999429,0.00005697181,0.000162234,0.0007715286,0.0001711633,0.000240721,0.0001084972,0.001229384,0.0002773296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002340427,"about_ca_system_score_gemma":0.000434888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003253583,"about_ca_topic_score_gemma":0.00002826282,"domain_scores_codex":[0.9969008,0.0002572508,0.000384692,0.0001356371,0.002012258,0.0003093554],"domain_scores_gemma":[0.9968988,0.001424941,0.00009777308,0.0001180263,0.0009489514,0.0005115194],"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":[0.001516492,0.001572904,0.08611462,0.0001442378,0.001245358,0.4769003,0.003680718,0.000009343416,0.005064159,0.0002770478,0.04185939,0.3816154],"study_design_scores_gemma":[0.01898538,0.01184211,0.3126977,0.005724524,0.0003290241,0.5167054,0.05372513,0.00905085,0.01875801,0.001917805,0.04982427,0.000439761],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903926,0.0001098431,0.0001750475,0.005520451,0.0004135233,0.0002422894,0.000003199981,0.00001911386,0.003123993],"genre_scores_gemma":[0.9984322,0.0002063609,0.00007904184,0.00005179554,0.000517751,0.00002003355,0.000003770031,0.00001415226,0.0006749323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3811756,"threshold_uncertainty_score":0.9989979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1331747097056924,"score_gpt":0.5359447946011469,"score_spread":0.4027700848954544,"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."}}