{"id":"W84112620","doi":"10.1086/502071","title":"Evaluation of Rapid Readout Biological Indicators for 132°C Gravity and 132°C Vacuum-Assisted Steam Sterilization Cycles Using a New Automated Fluorescent Reader","year":2002,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Incubation; Fluorescent light; Autoclave; Fluorescence; Sterilization (economics); Incubation period; Materials science; Biomedical engineering; Animal science; Pulp and paper industry; Chemistry; Biology; Medicine; Physics; Optics; Metallurgy; Biochemistry; 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":[0.001661752,0.0006623688,0.0004129727,0.000476903,0.0001580385,0.0004729464,0.0006772039,0.000367062,0.001698191],"category_scores_gemma":[0.00232479,0.0003309529,0.0003550199,0.0003593687,0.000304393,0.0003910502,0.000352181,0.0004164296,0.0005337775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003757025,"about_ca_system_score_gemma":0.0003125011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005731092,"about_ca_topic_score_gemma":0.001352536,"domain_scores_codex":[0.9976592,0.0004728799,0.0002107633,0.0003488967,0.001227922,0.00008036532],"domain_scores_gemma":[0.9979832,0.000634835,0.0004387835,0.000149598,0.0007406305,0.00005296115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002988009,0.0000961452,0.002976756,0.0001525762,0.00001904519,0.00002217572,0.00009073991,0.0003946537,0.980591,0.00008047725,0.0001938171,0.0150838],"study_design_scores_gemma":[0.00001437281,0.0009392669,0.008287312,0.000008516518,0.00003407787,0.0001882956,0.00003688068,0.004002161,0.9848242,0.00002599583,0.001619201,0.00001967853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8600726,0.001274073,0.1338446,0.0001274345,0.00009761366,0.000343902,0.0004554389,0.00115285,0.002631424],"genre_scores_gemma":[0.6940182,0.001420717,0.294787,0.0001654298,0.00005389961,0.0008053718,0.001459235,0.000263678,0.007026518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001698191,"threshold_uncertainty_score":0.008788288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08816488948462478,"score_gpt":0.3410994232119974,"score_spread":0.2529345337273726,"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."}}