{"id":"W2465551772","doi":"","title":"Group A streptococcal necrotizing fasciitis (GAS NF) in Ontario, Canada 1992-2004: clinical manifestations and outcomes of 392 cases.","year":2006,"lang":"en","type":"article","venue":"44th Annual Meeting","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Fasciitis; Group (periodic table); Medicine; Streptococcus; Group A; Internal medicine; Surgery; Biology; Chemistry; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002166691,0.0001910238,0.0004619175,0.0001155966,0.0001176371,0.00001743399,0.0000354009,0.00009372872,0.00009871356],"category_scores_gemma":[0.0002649689,0.000170482,0.00009760133,0.0001768434,0.0000870136,0.00009961782,0.00004598479,0.0002762041,0.000001943747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003037313,"about_ca_system_score_gemma":0.0004652358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924683,"about_ca_topic_score_gemma":0.9970929,"domain_scores_codex":[0.9983262,0.00006461988,0.0007326511,0.0003322852,0.0002125131,0.0003317401],"domain_scores_gemma":[0.9989383,0.000470518,0.0001696157,0.0001814893,0.00008168481,0.0001583629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003223222,0.000293481,0.9944403,0.0000263294,0.00006018769,0.0008029785,0.0001427224,0.0000204512,0.00003428982,0.0001370864,0.0004826688,0.003527324],"study_design_scores_gemma":[0.002115253,0.0002893885,0.9947349,0.0001679761,0.00009199968,0.0002187178,0.000751585,0.00004974525,0.0000491246,0.00007134346,0.001323934,0.000135997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952626,0.00009352589,0.00001319202,0.000209039,0.0001456043,0.0005777659,0.00007969787,0.00002812408,0.003590451],"genre_scores_gemma":[0.9982428,0.000005312038,0.00110307,0.000109452,0.00007074804,0.00005660089,0.00007736484,0.00001805261,0.000316579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004624587,"threshold_uncertainty_score":0.6952053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930406268308334,"score_gpt":0.295010834301409,"score_spread":0.2757067716183256,"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."}}