{"id":"W2013364497","doi":"10.2310/7070.2005.34412","title":"Cervical Necrotizing Fasciitis: An Unusual Complication of Genuine Peritonsillar Abscess","year":2005,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peritonsillar Abscess; Fasciitis; Complication; Abscess; Surgery; Dermatology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006667877,0.0001424938,0.0004982358,0.0001859931,0.0001255642,0.000006618222,0.0002201267,0.0001620535,0.0002955176],"category_scores_gemma":[0.0001625464,0.00009754573,0.0001540974,0.0001830406,0.0003537509,0.0002348215,0.00004838079,0.0004410213,0.00002797832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004732406,"about_ca_system_score_gemma":0.000156778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003167887,"about_ca_topic_score_gemma":0.00002708864,"domain_scores_codex":[0.9984195,0.0003274052,0.0006905307,0.0001176394,0.000214803,0.000230107],"domain_scores_gemma":[0.9984275,0.0001726447,0.0005039664,0.0003300002,0.0003912381,0.0001746186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003384508,0.003197567,0.7562118,0.0004003416,0.0008959904,0.0002680465,0.002902032,0.0004306787,0.2179347,0.003449463,0.001905591,0.009019361],"study_design_scores_gemma":[0.002031931,0.002168186,0.9621032,0.00009405331,0.0005025993,0.01592666,0.0002104466,0.0006992109,0.01221123,0.0002757676,0.003649685,0.0001270331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939764,0.001698757,0.0005044367,0.00256125,0.0001598004,0.0002175081,0.000004434424,0.00002173749,0.0008556805],"genre_scores_gemma":[0.9970896,0.0002740924,0.0007136464,0.001287382,0.0005757904,0.000003005962,0.000007793649,0.00001889792,0.00002976623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2058914,"threshold_uncertainty_score":0.3977799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765515305516561,"score_gpt":0.2973428162302107,"score_spread":0.2796876631750451,"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."}}