{"id":"W4300116820","doi":"10.15537/1658-3175.1452","title":"Necrotizing fasciitis","year":2001,"lang":"en","type":"article","venue":"Saudi Medical Journal","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Fasciitis; Medicine; Streptococcus pyogenes; Toxic shock syndrome; Streptococcus; Microbiology; Dermatology; Immunology; Surgery; Staphylococcus aureus; Bacteria; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002253333,0.00009735466,0.0001950005,0.00009658812,0.0001921551,0.00003111535,0.00004667771,0.0001050233,0.01066319],"category_scores_gemma":[0.0003737686,0.00006738214,0.00014695,0.0001973708,0.00007696413,0.00006713766,0.00002482689,0.0005068346,0.0003045892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008618048,"about_ca_system_score_gemma":0.0001810973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002494225,"about_ca_topic_score_gemma":0.000007661782,"domain_scores_codex":[0.9987675,0.00003089528,0.0002501184,0.0001196792,0.0005548124,0.0002769881],"domain_scores_gemma":[0.9989622,0.00005162038,0.00005563688,0.0001150932,0.00008324425,0.0007322013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007099228,0.0004234833,0.5325159,0.00001056245,0.0002223032,0.01142354,0.00005293893,7.992249e-7,0.0002005709,0.0001541826,0.01187116,0.4430535],"study_design_scores_gemma":[0.006891535,0.0008703619,0.5459384,0.0007274063,0.0002223126,0.1580433,0.0001563989,0.0002397795,0.00029742,0.001529554,0.2848659,0.0002176247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9235194,0.0006778541,0.004186278,0.01024976,0.0009863728,0.0001823327,0.000001212151,0.00008509608,0.06011174],"genre_scores_gemma":[0.993766,0.001037748,0.0006459117,0.001621685,0.001230069,0.00000795281,0.000003715631,0.0000149048,0.00167205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4428359,"threshold_uncertainty_score":0.9902412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02268385803326995,"score_gpt":0.3260009223946835,"score_spread":0.3033170643614136,"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."}}