{"id":"W4392108273","doi":"10.15173/m.v1i39.3299","title":"Necrotizing Fasciitis","year":2022,"lang":"en","type":"article","venue":"The Meducator","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fasciitis; Medicine; Dermatology; 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":[0.0004041165,0.0009822957,0.0007557818,0.00105338,0.0007486634,0.0009355792,0.0003042197,0.0008009113,0.01036726],"category_scores_gemma":[0.002007553,0.0001641637,0.0003765498,0.001021566,0.0006944077,0.0005894181,0.0007019262,0.001024975,0.003414985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006899316,"about_ca_system_score_gemma":0.0007474518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002186011,"about_ca_topic_score_gemma":0.001582041,"domain_scores_codex":[0.9992649,0.0001366622,0.0000839182,0.0001125625,0.000211666,0.0001903145],"domain_scores_gemma":[0.9992348,0.0001064126,0.0003115304,0.00004621866,0.0001819718,0.0001191289],"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":[0.001520328,0.000582208,0.1168187,0.008529647,0.0003741571,0.1334787,0.001439234,0.0009113204,0.04261609,0.01022359,0.1031065,0.5803995],"study_design_scores_gemma":[0.0001978904,0.0008732949,0.09317665,0.006540268,0.0002071392,0.4300978,0.001405882,0.0006137653,0.005771436,0.00415005,0.4568562,0.0001096307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.2504401,0.3563733,0.02777985,0.00861745,0.004877266,0.002330593,0.004336606,0.001750622,0.3434943],"genre_scores_gemma":[0.8291517,0.1112353,0.007942028,0.008552396,0.001679384,0.0004017344,0.002709598,0.0001017908,0.03822602],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01036726,"threshold_uncertainty_score":0.03468198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807079418906181,"score_gpt":0.2826855881374076,"score_spread":0.2646147939483458,"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."}}