{"id":"W2078670114","doi":"10.1016/j.ajic.2006.01.010","title":"Automated washing with the Reliance Endoscope Processing System and its equivalence to optimal manual cleaning","year":2006,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Medicine; Endoscope; Biomedical engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.000401876,0.0001090396,0.0002414534,0.0001083862,0.0002462367,0.00005173124,0.00006088744,0.00003909808,0.0000182603],"category_scores_gemma":[0.00009055818,0.00006694168,0.00003472639,0.0002877954,0.0001233412,0.0001985386,0.00001344736,0.0002074595,0.00001937762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005016678,"about_ca_system_score_gemma":0.00005609541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008686974,"about_ca_topic_score_gemma":0.00001493812,"domain_scores_codex":[0.9990941,0.0002202809,0.0003116806,0.0001225551,0.00007290516,0.0001785191],"domain_scores_gemma":[0.9990631,0.0001104902,0.0004793568,0.00005838887,0.0002496653,0.00003902708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006445226,0.0003936932,0.05543629,0.0004860387,0.0007464663,0.0000648881,0.003216939,0.04545755,0.6385053,0.002746856,0.009690399,0.2368103],"study_design_scores_gemma":[0.03664935,0.03003855,0.6601043,0.007981744,0.001828441,0.02616278,0.02210375,0.06912534,0.04866945,0.0000171618,0.09478596,0.002533205],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9120479,0.0004781346,0.08580222,0.0006490648,0.0002843649,0.0001585048,0.000001886273,0.000109674,0.0004682723],"genre_scores_gemma":[0.9992953,0.00001338651,0.0001349731,0.0003789769,0.00009599364,0.000006619918,0.000001284397,0.00000983676,0.0000636344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.604668,"threshold_uncertainty_score":0.2729802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004672839850548058,"score_gpt":0.2427028131339806,"score_spread":0.2380299732834326,"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."}}