{"id":"W2024278089","doi":"10.1086/587648","title":"Reprocessing and Reuse of Single-Use Medical Devices: A National Survey of Canadian Acute-Care Hospitals","year":2008,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Alberta; University of Calgary; Canadian Agency for Drugs and Technologies in Health","funders":"","keywords":"Reuse; Single use; Medicine; Medical emergency; Acute care; Family medicine; Health care; Waste management; Engineering; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001172583,0.0003382291,0.0003566456,0.001478665,0.001259031,0.0007835859,0.00117223,0.0005653983,0.001157748],"category_scores_gemma":[0.005059103,0.0003777076,0.0004050203,0.004881779,0.0006233812,0.0004633161,0.0006437632,0.0005815598,0.0001540616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01949119,"about_ca_system_score_gemma":0.02071451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9865515,"about_ca_topic_score_gemma":0.9884053,"domain_scores_codex":[0.9974992,0.0001612193,0.000187244,0.0001809508,0.001474688,0.000496639],"domain_scores_gemma":[0.9952242,0.000308002,0.001316404,0.0001000862,0.002187762,0.0008636256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005729507,0.00003770299,0.9906852,0.0001249232,0.00004348026,0.00004924991,0.001225553,0.0001029363,0.000244613,0.00005320697,0.001708486,0.005667259],"study_design_scores_gemma":[0.000002554928,0.00001902044,0.9984837,0.00002347963,0.000006791047,0.00002874577,0.0006995936,0.0001036915,0.00003323056,0.000004926815,0.0005871823,0.000006965338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906295,0.001163718,0.0001505236,0.0009351884,0.00001194391,0.00007159856,0.004247566,0.0000151053,0.002774815],"genre_scores_gemma":[0.9964027,0.001099054,0.0002491048,0.000281287,0.000007427915,0.00001792778,0.001510706,0.000002815106,0.0004287458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01949119,"threshold_uncertainty_score":0.1414191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04743805094939927,"score_gpt":0.2976899223007891,"score_spread":0.2502518713513898,"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."}}