{"id":"W2158390422","doi":"10.1016/j.jhin.2009.06.030","title":"Cleaning efficacy of medical device washers in North American healthcare facilities","year":2009,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Diagnostic Services Manitoba; St. Boniface Hospital; Université de Saint-Boniface","funders":"University of Manitoba; Wayne State University","keywords":"Washer; Medicine; Surgery; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004103082,0.00009521779,0.0003045912,0.0002260297,0.00004476847,0.000008384574,0.00008380532,0.0001187975,0.0001700852],"category_scores_gemma":[0.000619052,0.00007965925,0.0001038296,0.0004100769,0.0001235676,0.0001749046,0.0000135824,0.0004066725,0.00001628602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007178537,"about_ca_system_score_gemma":0.0001006991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000592745,"about_ca_topic_score_gemma":0.0009232541,"domain_scores_codex":[0.9988039,0.0001799979,0.0006105708,0.00009659387,0.0001489881,0.0001599807],"domain_scores_gemma":[0.999173,0.0000882983,0.0004415121,0.00007209312,0.0001669998,0.00005813858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004654699,0.001141361,0.7655603,0.0001024426,0.00009802307,0.00002219157,0.003454081,0.0001758975,0.001787685,0.0005612355,0.0009887021,0.2256426],"study_design_scores_gemma":[0.001463158,0.002965941,0.9903058,0.0001155299,0.00001505173,0.00007012177,0.0007520558,0.00001570922,0.0009937162,0.0000364536,0.003173506,0.00009294997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961374,0.0003407311,0.0005731355,0.001564261,0.001060305,0.00008026695,0.000001810573,0.0000138607,0.0002281765],"genre_scores_gemma":[0.9992335,0.0003533246,0.00001370357,0.0002940847,0.00006605483,6.245427e-7,0.00001053136,0.000004223959,0.0000238955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2255497,"threshold_uncertainty_score":0.324841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328170834146501,"score_gpt":0.2914945360503525,"score_spread":0.2782128277088875,"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."}}