{"id":"W4313901599","doi":"10.35493/medu.39.6","title":"Necrotizing Fasciitis","year":2021,"lang":"en","type":"article","venue":"The Meducator","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fasciitis; Necrosis; Subcutaneous tissue; Fascia; Pathogenesis; Soft tissue; Pathology; Toxic shock syndrome; Pathophysiology; Necrotic tissue; Medicine; Disease; Tissue necrosis; Biology; Bacteria; Staphylococcus aureus; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003794416,0.00005265582,0.00008720238,0.00001652315,0.00009998732,0.00001474869,0.00001906365,0.00001919906,0.001434584],"category_scores_gemma":[0.00007293227,0.00003154246,0.00006509769,0.0001542432,0.00003187969,0.00001676868,0.00001970451,0.00007214892,0.0003673432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003653179,"about_ca_system_score_gemma":0.0001378315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000053345,"about_ca_topic_score_gemma":0.000008243536,"domain_scores_codex":[0.9996341,0.0000189778,0.00006741197,0.00009912661,0.00006968251,0.000110702],"domain_scores_gemma":[0.9995776,0.000043975,0.00001393415,0.0002494403,0.00004393031,0.00007106665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005567607,0.002137402,0.7788357,0.0000950381,0.0009933307,0.0009129512,0.003092013,0.000001915908,0.04125253,0.008744068,0.04509724,0.1187821],"study_design_scores_gemma":[0.001636002,0.0001574402,0.6631057,0.0001293234,0.000380134,0.002433814,0.002346192,0.00001645986,0.115737,0.001045008,0.2128384,0.0001744999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702091,0.0004609702,0.00002299854,0.005365237,0.0004449038,0.0001394072,0.000001937791,0.00003760442,0.02331783],"genre_scores_gemma":[0.9903094,0.00002703381,0.0003535852,0.0007496688,0.0002108322,0.0000442206,0.000007693421,0.00000882971,0.008288781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1677411,"threshold_uncertainty_score":0.9994782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151766424099794,"score_gpt":0.3097802239790344,"score_spread":0.2882625597380365,"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."}}