{"id":"W7117307318","doi":"10.1177/10962964251370276","title":"<i>Letter:</i> Impact of Residual Moisture on Chemical Monitoring Results of Hollow-Process Challenge Devices in Rapid Sterilization Cycles: An Experimental Study","year":2025,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Sterilization (economics); Moisture; Residual; Contamination","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":[0.000267632,0.0001718086,0.0003503044,0.0002863803,0.00008322493,0.00001081826,0.000107617,0.0002411822,0.0001346011],"category_scores_gemma":[0.0001297808,0.0001442549,0.0001049068,0.0005374144,0.0001340775,0.0001415296,0.000043678,0.0002522245,0.000006907974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000753399,"about_ca_system_score_gemma":0.00006447203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003025033,"about_ca_topic_score_gemma":0.00006649944,"domain_scores_codex":[0.9984732,0.0003467163,0.0005889221,0.000321678,0.00008385104,0.0001856692],"domain_scores_gemma":[0.9992871,0.0001831393,0.0001561138,0.000237109,0.0001015015,0.00003501532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01046395,0.04816179,0.6006738,0.0004122807,0.0008072591,0.00003294349,0.01125527,0.002635097,0.3167516,0.001050381,0.001010957,0.006744686],"study_design_scores_gemma":[0.02496868,0.009749605,0.4872157,0.0009724523,0.0001577607,0.00002833339,0.007447508,0.00007625424,0.465442,0.0001474163,0.003098348,0.0006959178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943665,0.0002651898,0.0000214015,0.00009081743,0.0005406053,0.0003399291,0.00003013404,0.00005598184,0.004289486],"genre_scores_gemma":[0.9996571,0.0000351513,0.00000236186,0.00003463715,0.00005715475,0.00004171854,0.0001178489,0.000008880043,0.0000451272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1486904,"threshold_uncertainty_score":0.5882543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562829072173954,"score_gpt":0.3586967680289634,"score_spread":0.3330684773072239,"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."}}