{"id":"W4386046796","doi":"10.1017/ice.2023.138","title":"Executive Summary: A Compendium of Strategies to Prevent Healthcare-Associated Infections in Acute-Care Hospitals: 2022 Updates","year":2023,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Compendium; Medicine; Content (measure theory); Health care; Action (physics); Medical emergency; World Wide Web; Computer science; 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":[0.01917858,0.00360082,0.002629599,0.004786823,0.001151895,0.006239523,0.004316463,0.007256933,0.03798222],"category_scores_gemma":[0.03614051,0.001031261,0.002347547,0.005072612,0.000676057,0.00380433,0.002790931,0.00697214,0.0356447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004051324,"about_ca_system_score_gemma":0.02763513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01813984,"about_ca_topic_score_gemma":0.01566469,"domain_scores_codex":[0.991002,0.00226749,0.00138811,0.0003016164,0.004185259,0.0008555938],"domain_scores_gemma":[0.9383006,0.007717344,0.004414492,0.000933304,0.039629,0.009005263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001823263,0.00003707394,0.0001706408,0.0004920554,0.00001088385,0.000009965221,0.00001252286,0.0001326463,0.00003325877,0.0002673099,0.9711128,0.02770256],"study_design_scores_gemma":[0.00008066888,0.0000767095,0.003980064,0.002676392,0.00005009438,0.00004132595,0.0000978293,0.0002178573,0.0001156275,0.0006760852,0.991955,0.00003239846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001722331,0.07926968,0.006133818,0.5507002,0.1628312,0.003661212,0.07376853,0.002879242,0.1190337],"genre_scores_gemma":[0.0149971,0.2383811,0.03878827,0.2488706,0.1074409,0.01096218,0.1331332,0.001777509,0.2056491],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03798222,"threshold_uncertainty_score":0.1270632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1874799763196618,"score_gpt":0.4956138536283745,"score_spread":0.3081338773087128,"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."}}