{"id":"W4415606670","doi":"10.1017/ice.2025.10252","title":"Multisociety guidance for infection prevention and control in nursing homes","year":2025,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"NIH Clinical Center; VA Pittsburgh Healthcare System; Geriatric Research Education and Clinical Center","keywords":"Infection control; Medicaid; Context (archaeology); Nursing homes; Health care; Disease control; Control (management)","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":[0.02197093,0.002400294,0.002060797,0.003065019,0.00303651,0.005405016,0.00472807,0.01587179,0.03226519],"category_scores_gemma":[0.05781865,0.001551548,0.002237788,0.001919752,0.002761432,0.003681596,0.007161396,0.01164289,0.02487922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005382793,"about_ca_system_score_gemma":0.04966057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02877787,"about_ca_topic_score_gemma":0.0498438,"domain_scores_codex":[0.9630253,0.01493435,0.004911439,0.001048087,0.01339475,0.002686092],"domain_scores_gemma":[0.9290869,0.02031854,0.0051857,0.002743461,0.03596373,0.006701789],"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":[0.00002549037,0.0001851286,0.0003216407,0.0004782524,0.000007070714,0.0001834113,0.0003263727,0.0002330572,0.0001919738,0.003043453,0.9363591,0.05864503],"study_design_scores_gemma":[0.00005887905,0.0001415981,0.001588223,0.002739867,0.00001181174,0.0004596396,0.000364344,0.0003749468,0.000182318,0.003595489,0.9904333,0.00004942915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.001966839,0.04209023,0.03409567,0.5725383,0.05678636,0.005618187,0.003196439,0.004076836,0.2796311],"genre_scores_gemma":[0.02043406,0.07250225,0.1866173,0.3276579,0.01703515,0.02135401,0.00754381,0.001140168,0.3457153],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03226519,"threshold_uncertainty_score":0.1161948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187300059022833,"score_gpt":0.3856197872646138,"score_spread":0.3668897813623305,"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."}}