{"id":"W2808436824","doi":"10.12968/jowc.2022.31.sup12.s10","title":"IWII Wound Infection in Clinical Practice consensus document: 2022 update","year":2022,"lang":"en","type":"article","venue":"Journal of Wound Care","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Conference Board of Canada; Parkwood Institute","funders":"","keywords":"Medicine; Wound infection; Clinical Practice; MEDLINE; Intensive care medicine; Family medicine; Surgery; Law","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":[0.001912385,0.0001154516,0.0003519596,0.0002785678,0.0001055277,0.00005365758,0.0001033806,0.00004629417,0.000827867],"category_scores_gemma":[0.0002980315,0.0001063705,0.0001922343,0.0003180637,0.00004307057,0.0001599693,0.0001491924,0.0008928075,0.00001442107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005896153,"about_ca_system_score_gemma":0.0003168882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000616552,"about_ca_topic_score_gemma":0.00003762008,"domain_scores_codex":[0.997711,0.0003136959,0.0008435248,0.0001609182,0.0007690393,0.0002018163],"domain_scores_gemma":[0.9986418,0.0001804641,0.0005727874,0.0001965307,0.0002868153,0.0001216222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007693501,0.004795284,0.423193,0.0008332615,0.002663248,0.01046311,0.005215099,0.001422287,0.0002203595,0.00745782,0.2998869,0.2361562],"study_design_scores_gemma":[0.00455391,0.002246266,0.06093818,0.00005473221,0.0004884387,0.0005752432,0.008777349,0.00001723013,0.00001502876,0.0004058255,0.9217986,0.0001291484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629626,0.001579418,0.00004601,0.008738142,0.002949701,0.0004382053,0.000004153542,0.00001527547,0.02326648],"genre_scores_gemma":[0.9946352,0.0005637235,0.000868808,0.002401373,0.0004135183,0.00001540512,0.00001502767,0.00001805292,0.001068899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6219118,"threshold_uncertainty_score":0.9064563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01865535107088886,"score_gpt":0.3648418360298617,"score_spread":0.3461864849589729,"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."}}