{"id":"W1999527018","doi":"","title":"An Evaluation of Burn Infections Caused by Multidrug Resistant A.baumannii and the Treatment Approach","year":2011,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sepsis; Burn wound; Surgery; Total body surface area; Antimicrobial; Colistin; Debridement (dental); Wound healing; Microbiology","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":[0.001398199,0.0001051477,0.0002367591,0.00005834872,0.00005698774,0.00001376526,0.00007482054,0.00005150628,0.00001229173],"category_scores_gemma":[0.0001260031,0.00006417542,0.0001451633,0.00005241432,0.0001562847,0.00001195408,0.0000108852,0.00006265967,2.334249e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002798068,"about_ca_system_score_gemma":0.0001256845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001388654,"about_ca_topic_score_gemma":0.000008481455,"domain_scores_codex":[0.9987738,0.000341323,0.0004329116,0.0001174895,0.0002315367,0.0001029512],"domain_scores_gemma":[0.9988867,0.00005119165,0.0005101602,0.0002102979,0.0002840099,0.00005764666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004333665,0.007679319,0.3957968,0.0002048171,0.001405609,0.000005420245,0.003874288,0.0001301918,0.5197861,0.0003249566,0.01180374,0.05465514],"study_design_scores_gemma":[0.01271449,0.002696585,0.6407276,0.0004139133,0.00212954,0.0001109116,0.001899082,0.001747623,0.3059279,0.0008155305,0.02991362,0.0009032129],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943128,0.004256087,0.0008039721,0.00001499042,0.0003265598,0.0001463588,0.00001243459,0.000001647206,0.0001251903],"genre_scores_gemma":[0.9975011,0.002233394,0.00008546229,0.000004711625,0.0001210403,0.000004384187,0.00002492348,0.000008993299,0.00001596556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2449308,"threshold_uncertainty_score":0.2616998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06246116899103415,"score_gpt":0.3140885867471787,"score_spread":0.2516274177561445,"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."}}