{"id":"W2522308170","doi":"10.14740/cii.v1i1.7","title":"Necrotizing Fasciitis in the Northern Territory of Australia","year":2016,"lang":"en","type":"article","venue":"Clinical Infection and Immunity","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fasciitis; Medicine; Fulminant; Amputation; Mortality rate; Population; Sepsis; Retrospective cohort study; Medical record; Streptococcus; Surgery; Internal medicine; Biology","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":[0.0003604472,0.0001619894,0.0002296869,0.0007694114,0.0006672207,0.000498012,0.0002343996,0.0002110858,0.0008635391],"category_scores_gemma":[0.001311167,0.0001686328,0.0001413209,0.001116115,0.0004398232,0.000352862,0.0005875615,0.0002298497,0.0001180662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008499054,"about_ca_system_score_gemma":0.001084608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04328168,"about_ca_topic_score_gemma":0.05656133,"domain_scores_codex":[0.999551,0.00009960376,0.00006162601,0.00006740055,0.0001396432,0.00008074478],"domain_scores_gemma":[0.9986522,0.00009995094,0.0008142489,0.00003574242,0.0001674527,0.0002303743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003308993,0.00002450936,0.9875824,0.00008201161,0.00002377213,0.005461375,0.001265999,0.00006184778,0.001173714,0.00003822433,0.0001246864,0.004128302],"study_design_scores_gemma":[0.000001639132,0.00005787919,0.9909479,0.00003172199,0.000007953954,0.007505555,0.000927192,0.00006715934,0.00004698912,0.00002006857,0.0003832557,0.000002710794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985623,0.0004683912,0.00004923617,0.0000511633,0.000002296852,0.0000138109,0.00006837923,0.000001728638,0.000782822],"genre_scores_gemma":[0.9991722,0.0004797725,0.00008483769,0.00002293587,0.000004942928,0.0000098249,0.00007460244,6.562867e-7,0.000150231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04328168,"threshold_uncertainty_score":0.08605951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1419399410310418,"score_gpt":0.4280403599224239,"score_spread":0.2861004188913822,"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."}}