{"id":"W1990643772","doi":"10.1016/j.ajic.2004.03.003","title":"Impact of FDA policy change on the reuse of single-use medical devices in Michigan hospitals","year":2004,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Reuse; Health care; Medical emergency; Family medicine","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":[0.0005440416,0.0001188536,0.0004354893,0.0003838341,0.00003695117,0.000007930222,0.0001449555,0.00009995641,0.0002611213],"category_scores_gemma":[0.003879672,0.00007186751,0.0002198155,0.0005009364,0.0003916096,0.000154723,0.00001889214,0.0002798836,0.00001024002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008164376,"about_ca_system_score_gemma":0.0002399575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003546602,"about_ca_topic_score_gemma":0.0003475076,"domain_scores_codex":[0.9985914,0.0003928783,0.0006369213,0.00009035155,0.0001237769,0.0001647259],"domain_scores_gemma":[0.9980534,0.0005392092,0.0009421742,0.0001797298,0.0002273143,0.00005811304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002609892,0.002348408,0.8170936,0.00003895092,0.00107149,0.00001734785,0.003777014,0.0005901559,0.09931732,0.002610318,0.0002744848,0.07025099],"study_design_scores_gemma":[0.00440392,0.006109395,0.9831675,0.0004306867,0.00005293667,0.0001700577,0.0002141182,0.000006891015,0.00474656,0.000156129,0.0004369789,0.0001048806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956095,0.0001227801,0.0009539176,0.002733638,0.0003027992,0.0001526639,0.000008631507,0.000007826119,0.0001082516],"genre_scores_gemma":[0.9985005,0.0001576586,0.000007962053,0.001210203,0.0001030669,0.000004214342,0.000003164847,0.000008210737,0.000005006417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1660738,"threshold_uncertainty_score":0.5361425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620497822807767,"score_gpt":0.293949396988347,"score_spread":0.2777444187602693,"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."}}