{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001704624,0.0002288877,0.0008668237,0.0002909763,0.0002267268,0.00001566953,0.00002142631,0.0004186235,0.000007177675],"category_scores_gemma":[0.003717681,0.0002179487,0.0001899934,0.0002065525,0.0002184289,0.0001780405,0.00001143213,0.0003546491,0.000001888971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002582528,"about_ca_system_score_gemma":0.0001006069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001149167,"about_ca_topic_score_gemma":0.0003613766,"domain_scores_codex":[0.9977779,0.0004572981,0.0007798822,0.0005077128,0.00005651974,0.000420646],"domain_scores_gemma":[0.9973395,0.001831943,0.0002622925,0.0001596084,0.0002957476,0.0001108747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004522735,0.0001739668,0.8811834,0.0002743902,0.000104287,8.81477e-7,0.00007255917,0.0001214958,0.0003766232,0.007500841,0.000533817,0.1092055],"study_design_scores_gemma":[0.01176345,0.001307314,0.9323102,0.0004633647,0.0001698132,0.00003112543,0.00002039623,0.03823646,0.00001475684,0.01203925,0.003479321,0.0001645434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6057788,0.006104642,0.3553963,0.02654739,0.002031712,0.003374588,0.00001985887,0.0001924149,0.0005543011],"genre_scores_gemma":[0.9938439,0.001041891,0.0005920272,0.003426902,0.00025641,0.0006372886,0.00001552533,0.0000160195,0.000170097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.388065,"threshold_uncertainty_score":0.8887691,"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."}}