{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03131954,0.001385355,0.0007025342,0.001836229,0.002495048,0.01013752,0.003476167,0.02088349,0.01481727],"category_scores_gemma":[0.05822578,0.0008178404,0.001243906,0.001321504,0.007928619,0.008080568,0.009440137,0.01056421,0.002973211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008367687,"about_ca_system_score_gemma":0.03658789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009980361,"about_ca_topic_score_gemma":0.006384296,"domain_scores_codex":[0.9628683,0.01408897,0.004386152,0.002092641,0.01220957,0.004354257],"domain_scores_gemma":[0.9248477,0.03003185,0.01538076,0.003769709,0.01743473,0.008535205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003400983,0.001125192,0.01923404,0.008930507,0.0001339777,0.001126111,0.008594288,0.002311054,0.005498968,0.2035054,0.5344523,0.214748],"study_design_scores_gemma":[0.00009707607,0.0006009266,0.02223457,0.00979705,0.00008368496,0.0009131415,0.006702092,0.0004050642,0.002902049,0.03495819,0.9211706,0.0001356337],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01054458,0.03623076,0.004386819,0.850643,0.01626576,0.0003166761,0.000459738,0.0003113195,0.0808414],"genre_scores_gemma":[0.1972218,0.05919166,0.0120572,0.6455009,0.01788663,0.001252772,0.0009157524,0.0001775016,0.06579579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03131954,"threshold_uncertainty_score":0.1656356,"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."}}