{"id":"W4409901102","doi":"10.1017/ice.2025.41","title":"Multisociety guidance for sterilization and high-level disinfection","year":2025,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Sterilization (economics); Medical device; General partnership; Medicine; Medical emergency; Medical physics; Business; Biomedical engineering","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":[0.0007290565,0.0001782113,0.0004294588,0.000109541,0.0003451215,0.00001590653,0.00003255497,0.0003972653,0.00005296843],"category_scores_gemma":[0.002241033,0.0001570486,0.00008428494,0.0001269068,0.0002763034,0.0001463117,0.00003383837,0.0001450094,0.00001267224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003684811,"about_ca_system_score_gemma":0.00002652893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004953338,"about_ca_topic_score_gemma":0.0001318036,"domain_scores_codex":[0.9984928,0.0003491968,0.0004726543,0.0004066967,0.0000159304,0.0002627319],"domain_scores_gemma":[0.9984689,0.001038743,0.0001859914,0.0001196644,0.0001484995,0.00003823773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005529476,0.0002649611,0.6195181,0.0003349657,0.000417549,2.822129e-7,0.0001722857,0.0001229703,0.01258274,0.1113273,0.01194674,0.2427592],"study_design_scores_gemma":[0.005118374,0.0005130743,0.925122,0.00006016518,0.0001124867,0.00001230095,0.00003056222,0.00250663,0.0002755257,0.008060096,0.05797718,0.0002116544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2271306,0.002695424,0.7616285,0.003957179,0.003299098,0.0007477535,0.0000571316,0.0001501422,0.0003342096],"genre_scores_gemma":[0.995138,0.0006703011,0.0002574178,0.002729017,0.00007898609,0.0001747892,0.0001391959,0.000009166825,0.0008030887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7680075,"threshold_uncertainty_score":0.6404256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187057090466873,"score_gpt":0.2997479069811101,"score_spread":0.2810421979344228,"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."}}