{"id":"W2801158994","doi":"10.1111/jgs.15248","title":"Infectious Diseases in Older Adults of Long‐Term Care Facilities: Update on Approach to Diagnosis and Management","year":2018,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre; Manitoba Health","funders":"NIH Clinical Center; National Institute on Aging; Geriatric Research Education and Clinical Center; Agency for Healthcare Research and Quality; U.S. Department of Veterans Affairs","keywords":"Medicine; Intensive care medicine; Clostridium difficile; Long-term care; Pneumonia; Health care; Antimicrobial stewardship; Norovirus; Antibiotics; Nursing; Pathology; Antibiotic resistance; Internal medicine; Outbreak","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003002433,0.0003797816,0.001646432,0.0004371368,0.00008227007,0.00003367497,0.0003406568,0.00008340323,0.00001156318],"category_scores_gemma":[0.00006958993,0.0002505632,0.001223915,0.00135271,0.0002162193,0.00006760802,0.0003358416,0.0004734636,0.000004520995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007999559,"about_ca_system_score_gemma":0.0001370833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004665539,"about_ca_topic_score_gemma":0.000002811473,"domain_scores_codex":[0.9977516,0.0001814672,0.0009218653,0.0003293181,0.0005439857,0.000271755],"domain_scores_gemma":[0.997259,0.0001369248,0.001645342,0.0005872603,0.0001961941,0.0001752797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001811689,0.005251653,0.03237261,0.09102184,0.002644296,0.00006340515,0.003695713,0.00005770764,1.868313e-8,0.00002185352,0.01502683,0.8496629],"study_design_scores_gemma":[0.003598891,0.007242289,0.1683294,0.03460536,0.0123464,0.0004500079,0.005932082,0.000006084681,9.311671e-7,0.00001359045,0.7664949,0.0009800401],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.040766,0.9547655,0.0001836668,0.0001255314,0.0005197455,0.00277261,0.0001344713,0.00002255369,0.0007099185],"genre_scores_gemma":[0.006277672,0.9923168,0.0006014357,0.000223669,0.0002737051,0.0001376681,0.00001257896,0.00004551653,0.0001109365],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8486829,"threshold_uncertainty_score":0.9999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585297507132421,"score_gpt":0.3009295370034532,"score_spread":0.2850765619321289,"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."}}