{"id":"W2909741285","doi":"10.1289/isee.2016.4066","title":"Risks and Policies Focused on Hospital Infections and Contaminated Textiles","year":2016,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Laundry; Infection control; Medicine; Outbreak; Health care; Public health; Environmental health; Business; Medical emergency; Epidemiology; Intensive care medicine; Nursing; Political science","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":[0.00007982856,0.0001165041,0.0001379224,0.00007928337,0.0001287022,0.00003152303,0.0000394741,0.0001650726,0.0006355052],"category_scores_gemma":[0.0003328718,0.00007724197,0.00001817857,0.00004287078,0.0003026624,0.0001176001,0.00002765704,0.00009781498,0.0002840156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001094867,"about_ca_system_score_gemma":0.00003164422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001601056,"about_ca_topic_score_gemma":0.0001191588,"domain_scores_codex":[0.9993849,0.0000548598,0.000165401,0.0001968446,0.00002696757,0.0001709782],"domain_scores_gemma":[0.9994831,0.0002135575,0.0000759039,0.0001043265,0.00007252044,0.00005057665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002778746,0.0009270203,0.04626292,0.00008538484,0.0002629552,0.00001597404,0.002972516,0.00001270877,0.3845184,0.04329098,0.005854849,0.5155184],"study_design_scores_gemma":[0.001500785,0.0004397524,0.9729037,0.000110963,0.0000200735,0.00001908763,0.0001790779,8.542311e-7,0.01047433,0.0005612678,0.01363666,0.0001534592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913202,0.0001213259,0.0002391854,0.001479831,0.0003384682,0.0001419892,0.00002196824,0.00007191204,0.006265128],"genre_scores_gemma":[0.9983668,0.0002784683,0.000002576925,0.0002183562,0.00002044249,0.00001166225,0.0000141033,0.000005993421,0.00108163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9266407,"threshold_uncertainty_score":0.6958336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03327937988603883,"score_gpt":0.2772208798780889,"score_spread":0.24394149999205,"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."}}