{"id":"W2030357167","doi":"10.1097/prs.0b013e31817d669c","title":"Necrotizing Dermohypodermitis or Fasciitis?","year":2008,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fasciitis; Fascia; Cellulitis; Medicine; Deep fascia; Subcutaneous tissue; Fulminant; Gangrene; Dermatology; Pathology; Soft tissue; Erysipelas; Fournier gangrene; Necrosis; Surgery","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006921935,0.0007119197,0.001521609,0.0008051172,0.0003121783,0.00005992721,0.00006848955,0.0009656532,0.002812697],"category_scores_gemma":[0.001493815,0.0005770014,0.0007372591,0.0004783678,0.0005150106,0.0001598153,0.00006051645,0.001776579,0.0005468209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003959167,"about_ca_system_score_gemma":0.001002762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001479069,"about_ca_topic_score_gemma":0.00001475475,"domain_scores_codex":[0.9969091,0.0001177091,0.0007581663,0.0009289853,0.0004565868,0.0008294834],"domain_scores_gemma":[0.9919933,0.006614856,0.000382575,0.0005164639,0.0002669781,0.0002258268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000125192,0.0001062088,0.1444997,0.0002965097,0.001322476,0.03262621,0.00003042272,6.004747e-7,0.00001145381,0.000002691255,0.7848357,0.03614286],"study_design_scores_gemma":[0.002921173,0.0004918964,0.1255675,0.004290002,0.002038278,0.1706085,0.0001118616,0.00007454622,0.0006118417,0.0002464524,0.690895,0.002143021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.763648,0.002403968,0.002313995,0.1157947,0.04226831,0.006979095,0.00279016,0.00248098,0.06132079],"genre_scores_gemma":[0.2722962,0.006264471,0.01102909,0.6039841,0.0476975,0.004045499,0.008920869,0.001983436,0.04377884],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4913518,"threshold_uncertainty_score":0.9996681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04940222905900948,"score_gpt":0.2679602748688745,"score_spread":0.218558045809865,"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."}}