{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006172,0.0002236082,0.0002751561,0.0008430001,0.0008394255,0.000776915,0.0004150388,0.0005559914,0.001105487],"category_scores_gemma":[0.003873611,0.0002620164,0.0002783551,0.0007288303,0.0004556253,0.0004393497,0.0003966402,0.0003519811,0.0001463565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092044,"about_ca_system_score_gemma":0.001249449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03453285,"about_ca_topic_score_gemma":0.066515,"domain_scores_codex":[0.9988149,0.0003401297,0.0001178718,0.0001501399,0.0003542724,0.0002226869],"domain_scores_gemma":[0.9962679,0.001234506,0.001326579,0.0001124687,0.0007534354,0.0003051159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001607637,0.000752411,0.9470099,0.0002577915,0.0001532772,0.0002629619,0.004556389,0.0002112374,0.01200315,0.0001164117,0.0005489024,0.03251995],"study_design_scores_gemma":[0.00001190954,0.000961291,0.9922998,0.00004245529,0.00005360575,0.0001197569,0.004261085,0.0001090125,0.001642418,0.00002135932,0.0004644381,0.00001288646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992337,0.000274964,0.00002185271,0.00004512665,0.000003554611,0.000005817957,0.00003299981,0.000002059055,0.0003800224],"genre_scores_gemma":[0.9994618,0.0002094089,0.00006401174,0.00005033974,0.000002894093,0.000004228556,0.00003133647,7.318182e-7,0.0001752991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03453285,"threshold_uncertainty_score":0.06866366,"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."}}