{"id":"W2032661889","doi":"10.1383/surg.2005.23.8.297","title":"Asepsis, antisepsis and skin preparation","year":2005,"lang":"en","type":"article","venue":"Surgery (Oxford)","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Asepsis; Intensive care medicine; Incidence (geometry); Surgical procedures; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001037645,0.000129062,0.0002343564,0.0001562309,0.0003979771,0.0000128815,0.00007217515,0.0001088305,0.00215452],"category_scores_gemma":[0.0001095524,0.000122193,0.00008748336,0.000139621,0.00002804718,0.0003004873,0.0001279386,0.0001780946,0.0002267606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004658829,"about_ca_system_score_gemma":0.00007243812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005832194,"about_ca_topic_score_gemma":0.0004192351,"domain_scores_codex":[0.9984037,0.0003322404,0.0004526344,0.0002668317,0.0001840379,0.0003605071],"domain_scores_gemma":[0.9990875,0.0003143307,0.0001420098,0.0002811006,0.00005493275,0.0001200972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009065333,0.0001437336,0.08928962,0.0003205331,0.0001057511,0.000005308641,0.001214477,0.00002479319,0.00008930251,0.004428223,0.7416068,0.1626808],"study_design_scores_gemma":[0.0002387492,0.000008405821,0.08837838,0.0000615024,0.00002860639,9.880595e-7,0.0001794616,0.0002349203,0.00009650798,0.0003047816,0.9103346,0.0001330891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8028015,0.001879937,0.004291381,0.009946425,0.002343669,0.002198415,0.00004203855,0.0006283171,0.1758683],"genre_scores_gemma":[0.9712225,0.001056022,0.0005510115,0.002876728,0.0003595601,0.0001620771,0.0000422629,0.00002126303,0.02370863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1687278,"threshold_uncertainty_score":0.9987577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0467435043242359,"score_gpt":0.3920135782875953,"score_spread":0.3452700739633593,"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."}}