{"id":"W2065579633","doi":"10.1055/s-2007-966644","title":"Reprocessing flexible gastrointestinal endoscopes after a period of disuse: is it necessary?","year":2007,"lang":"en","type":"article","venue":"Endoscopy","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon Regional Health Authority","funders":"","keywords":"Medicine; Endoscope; Gastrointestinal tract; Endoscopy; Surgery; Endoscopic retrograde cholangiopancreatography; General surgery; Internal medicine; Pancreatitis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006531575,0.0004965253,0.0006615429,0.0004414589,0.0006674277,0.001642693,0.0009312277,0.002187533,0.002331489],"category_scores_gemma":[0.02790432,0.0002389248,0.0008278926,0.0005859653,0.001971625,0.00255847,0.0004778623,0.001207664,0.0005655416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007480223,"about_ca_system_score_gemma":0.001492666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007961744,"about_ca_topic_score_gemma":0.001684534,"domain_scores_codex":[0.9961193,0.001485029,0.0006702539,0.0002967262,0.001007486,0.0004213365],"domain_scores_gemma":[0.9651788,0.01353124,0.01281954,0.001577413,0.005404463,0.001488527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006005541,0.001650091,0.4854903,0.005794415,0.0004287199,0.007569706,0.003398708,0.0004067052,0.02532855,0.001051782,0.005887615,0.4569878],"study_design_scores_gemma":[0.0001928318,0.02437362,0.7888063,0.01057701,0.001229345,0.05662053,0.02023796,0.001490072,0.03855916,0.003254524,0.05439842,0.0002603379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382423,0.04325252,0.002688029,0.01128919,0.0007393716,0.0001010982,0.00005358815,0.00006341402,0.003570536],"genre_scores_gemma":[0.977122,0.0153075,0.003355935,0.002929574,0.0007019055,0.00002705597,0.00005978645,0.00003001588,0.0004661874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006531575,"threshold_uncertainty_score":0.03454274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676007343109856,"score_gpt":0.3029938846059019,"score_spread":0.2862338111748033,"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."}}