{"id":"W3025800882","doi":"10.1093/ageing/afaa113","title":"Commentary: COVID in care homes—challenges and dilemmas in healthcare delivery","year":2020,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":223,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"National Institute for Health and Care Research; National Institute on Handicapped Research","keywords":"Medicine; Pandemic; Health care; Nursing; Personal protective equipment; Coronavirus disease 2019 (COVID-19); Government (linguistics); Isolation (microbiology); Personal care; Test (biology); Family medicine; Economic growth","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":[0.01239548,0.001312879,0.002043365,0.001134967,0.007702296,0.005020993,0.006062485,0.05829611,0.008911439],"category_scores_gemma":[0.09843194,0.0009211106,0.001917007,0.001364658,0.008648972,0.01036921,0.003917377,0.04837179,0.004295432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009830079,"about_ca_system_score_gemma":0.02239549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02099927,"about_ca_topic_score_gemma":0.02198971,"domain_scores_codex":[0.9860319,0.006673498,0.001744409,0.001204173,0.003186444,0.0011597],"domain_scores_gemma":[0.9173112,0.05524159,0.003427068,0.000737412,0.01693503,0.006347723],"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":[0.00001953986,0.000006573572,0.00004020408,0.0002412401,0.000007183572,0.0003458121,0.0005868904,0.00002855179,0.00002743621,0.001128368,0.9945788,0.002989384],"study_design_scores_gemma":[0.00007247279,0.00005097965,0.0003071354,0.003334803,0.00003335353,0.001504084,0.00346719,0.0001468352,0.0001050533,0.006042548,0.9848455,0.00009014431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008720993,0.003274786,0.00006453857,0.9488776,0.04693113,0.00001064448,0.00002162448,0.00001156098,0.0007209855],"genre_scores_gemma":[0.002063437,0.003214268,0.0001469306,0.9420832,0.05080879,0.00003417854,0.00001503855,0.00002280228,0.001611343],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05829611,"threshold_uncertainty_score":0.0713225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06689964959448012,"score_gpt":0.3524552195986705,"score_spread":0.2855555700041904,"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."}}