{"id":"W2940591915","doi":"10.2345/0899-8205-53.s2.49","title":"Guidelines for Selecting a Cleaning Brush","year":2019,"lang":"en","type":"article","venue":"Biomedical Instrumentation & Technology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fraser Health","funders":"","keywords":"Brush; Computer science; Engineering; Mechanical engineering","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":[0.01025771,0.001494269,0.001654875,0.005066299,0.002050959,0.002528409,0.003045673,0.005078815,0.03156779],"category_scores_gemma":[0.01939129,0.00096465,0.002415053,0.001653353,0.000796747,0.00161671,0.001665786,0.002869346,0.03533505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009109558,"about_ca_system_score_gemma":0.004318689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002900916,"about_ca_topic_score_gemma":0.007842651,"domain_scores_codex":[0.9899489,0.002969364,0.00239654,0.0003943035,0.003797875,0.0004930963],"domain_scores_gemma":[0.990437,0.002523482,0.0007464095,0.000747489,0.00493788,0.0006076982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000539708,0.001006406,0.005189953,0.00308432,0.00006707912,0.002040336,0.0006142171,0.0006260278,0.01398508,0.003898867,0.2190767,0.7498713],"study_design_scores_gemma":[0.0002368539,0.0008983626,0.00864403,0.006025768,0.0001882899,0.008942942,0.0008577449,0.001385264,0.01621513,0.005544155,0.9509165,0.0001448741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03089315,0.09079116,0.4946225,0.04957912,0.01017068,0.02622569,0.01034901,0.01530975,0.272059],"genre_scores_gemma":[0.02728068,0.02430371,0.8374488,0.009935138,0.0009875196,0.01130212,0.006835592,0.001396609,0.08050982],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03156779,"threshold_uncertainty_score":0.1056048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03712367016462378,"score_gpt":0.3369470148620642,"score_spread":0.2998233446974404,"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."}}