{"id":"W3013159966","doi":"10.1101/2020.03.19.20039180","title":"Guidelines for preventing respiratory illness in older adults aged 60 years and above living in long-term care","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Association of Medical Microbiology and Infectious Disease Canada; World Health Organization","keywords":"Medicine; Infection control; Long-term care; Hygiene; Cochrane Library; MEDLINE; Respiratory infection; Isolation (microbiology); Hand washing; Family medicine; Intensive care medicine; Respiratory system; Nursing; Internal medicine; Meta-analysis; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.03606535,0.002129488,0.004061163,0.010634,0.001193443,0.003170001,0.006627114,0.004898616,0.004274201],"category_scores_gemma":[0.1247861,0.001192252,0.007267913,0.008207534,0.001522878,0.002951357,0.003028213,0.004724957,0.001773687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007269777,"about_ca_system_score_gemma":0.03364897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02825232,"about_ca_topic_score_gemma":0.04130425,"domain_scores_codex":[0.953785,0.01697073,0.01944987,0.001417358,0.007478265,0.0008987639],"domain_scores_gemma":[0.9060299,0.04122173,0.01937019,0.001349769,0.03019409,0.001834311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001979888,0.0001128829,0.002079395,0.4690603,0.001426705,0.000179319,0.001344657,0.0009779225,0.0003936237,0.004438439,0.1201447,0.3996441],"study_design_scores_gemma":[0.0003952046,0.0001695695,0.003926532,0.7529125,0.003009763,0.0002530661,0.0005632773,0.0003030963,0.0001787156,0.002924841,0.2352944,0.00006903513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.001408602,0.9373551,0.005839601,0.03264438,0.006556554,0.005080275,0.00306345,0.0002606285,0.007791319],"genre_scores_gemma":[0.01690121,0.8774948,0.06479582,0.02102779,0.001528684,0.01116356,0.004529349,0.00008047668,0.002478305],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03606535,"threshold_uncertainty_score":0.1907341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07326888707920726,"score_gpt":0.4170371557236193,"score_spread":0.3437682686444121,"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."}}