{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004017534,0.0009760537,0.0007534591,0.001049759,0.0007452268,0.0009312433,0.0003033737,0.0007962385,0.01035759],"category_scores_gemma":[0.001999999,0.0001630606,0.0003747158,0.001018203,0.0006918972,0.00058657,0.0006973632,0.001019923,0.003406382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006876598,"about_ca_system_score_gemma":0.0007438003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002177563,"about_ca_topic_score_gemma":0.001578802,"domain_scores_codex":[0.9992693,0.0001359676,0.00008348616,0.0001115729,0.0002104695,0.0001891039],"domain_scores_gemma":[0.9992368,0.0001061511,0.0003108782,0.00004594952,0.0001814066,0.0001187166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001512684,0.000580317,0.1161084,0.008491304,0.0003711504,0.1318215,0.00143102,0.0009033547,0.04252435,0.01018851,0.1026915,0.583376],"study_design_scores_gemma":[0.0001971488,0.0008744196,0.09324007,0.006553212,0.0002058579,0.4273636,0.001403885,0.0006095433,0.005793558,0.004143315,0.4595061,0.0001092831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.2501814,0.3566749,0.02771096,0.008634184,0.004865043,0.002317829,0.004314738,0.001743176,0.3435577],"genre_scores_gemma":[0.8283998,0.1118334,0.007949885,0.008513264,0.001682478,0.0003996614,0.002700003,0.0001014889,0.03841998],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01035759,"threshold_uncertainty_score":0.03464961,"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."}}