{"id":"W4388913594","doi":"10.1177/22925503231214760","title":"Incidence and Risk Factors Associated with Microbial Colonization of Burn Wounds: An Observational Study","year":2023,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Hamilton Health Sciences; Hamilton Regional Laboratory Medicine Program; University of Toronto; McMaster University","funders":"","keywords":"Burn center; Medicine; Incidence (geometry); Burn injury; Burn wound; Colonization; Retrospective cohort study; Odds ratio; Total body surface area; Risk factor; Emergency medicine; Logistic regression; Internal medicine; Surgery; Poison control; Wound healing; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004017139,0.00009271867,0.0002556194,0.0001982648,0.00006880918,0.0000168498,0.00003094953,0.00003803844,0.00004041716],"category_scores_gemma":[0.004086404,0.00007269073,0.00002442594,0.0005492144,0.00004739131,0.0001251623,0.00002768606,0.00007167402,0.000003339632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002760216,"about_ca_system_score_gemma":0.0000613385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009286251,"about_ca_topic_score_gemma":0.0001396672,"domain_scores_codex":[0.9991792,0.00006398569,0.0002217775,0.0001557173,0.0002488241,0.000130477],"domain_scores_gemma":[0.9949985,0.004592511,0.0001559274,0.00009186987,0.0001120861,0.00004912609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000115607,0.0001577107,0.9982502,0.00002174684,0.0001631494,0.00001476965,0.0004004631,0.0000689766,0.0001272513,0.000007816751,0.0006019264,0.00007032541],"study_design_scores_gemma":[0.0004647767,0.0002014151,0.9975709,0.00006745642,0.000181982,5.763148e-7,0.0005585959,0.000786519,0.00005830562,0.000008349206,0.00002551138,0.00007561609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992254,0.000006427797,0.00006563454,0.00002758978,0.0004026438,0.0001671706,0.00002083082,0.00007640679,0.000007941311],"genre_scores_gemma":[0.9995748,0.0000145359,0.00001155306,0.00001195873,0.00003667978,0.000006301003,0.0002305,0.00001240339,0.0001012501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004528525,"threshold_uncertainty_score":0.4892102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1092110598312253,"score_gpt":0.3023819286144308,"score_spread":0.1931708687832055,"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."}}