{"id":"W3034245498","doi":"10.1016/j.jamda.2020.06.010","title":"Uncovering the Devaluation of Nursing Home Staff During COVID-19: Are We Fuelling the Next Health Care Crisis?","year":2020,"lang":"en","type":"letter","venue":"Journal of the American Medical Directors Association","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":197,"is_retracted":false,"has_abstract":false,"ca_institutions":"Conestoga College; Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute for Health and Care Research","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Devaluation; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Nursing; Health care; Medical emergency; Virology; Economic growth; Business","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":[0.007967462,0.000421121,0.0005270013,0.000575343,0.01700658,0.006272785,0.001881829,0.03694993,0.006082144],"category_scores_gemma":[0.03687708,0.0006267151,0.0005650228,0.0005654565,0.005733336,0.005783028,0.004478514,0.03770315,0.0018206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006606308,"about_ca_system_score_gemma":0.01963536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04600177,"about_ca_topic_score_gemma":0.1039021,"domain_scores_codex":[0.9941148,0.001604167,0.0004388463,0.000398489,0.001418869,0.002024812],"domain_scores_gemma":[0.9726265,0.00936559,0.001958636,0.0006607207,0.005430053,0.009958426],"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":[0.0000799748,0.0001379483,0.01301291,0.00008690187,0.00002639272,0.007235541,0.04240756,0.00007365671,0.0009601741,0.007587947,0.9046999,0.02369115],"study_design_scores_gemma":[0.00004723836,0.0001715172,0.0195932,0.0008596792,0.00002862694,0.002769032,0.2066427,0.0005107264,0.0006023839,0.008609615,0.7600015,0.0001638554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01002083,0.0002756603,0.00007362184,0.9799547,0.003820467,0.00001388631,0.00002279491,0.00001820887,0.005799804],"genre_scores_gemma":[0.05504949,0.0005731516,0.000267242,0.9241338,0.004201467,0.0000679234,0.00001955554,0.00005192074,0.01563552],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04600177,"threshold_uncertainty_score":0.09146798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06345155109719718,"score_gpt":0.4145920287226859,"score_spread":0.3511404776254887,"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."}}