{"id":"W3199892232","doi":"10.1177/08404704211037788","title":"Is there a future for nursing homes in Canada?","year":2021,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Argument (complex analysis); Nursing homes; Coronavirus disease 2019 (COVID-19); Nursing; Pandemic; 2019-20 coronavirus outbreak; Long-term care; Medicine; Business; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002412215,0.0001908953,0.0003512161,0.000136004,0.0005672422,0.0000130152,0.0001592328,0.0001360779,0.0003183452],"category_scores_gemma":[0.00001399285,0.0001889513,0.00009017091,0.000498891,0.00001321118,0.00006149246,0.00007612963,0.0003495862,0.00002164797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001847939,"about_ca_system_score_gemma":0.001894887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4546487,"about_ca_topic_score_gemma":0.9501544,"domain_scores_codex":[0.9974969,0.0001941857,0.0005038894,0.0004382342,0.000295695,0.001071108],"domain_scores_gemma":[0.9989809,0.0001203934,0.000136815,0.000436922,0.0001675864,0.0001573854],"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":[0.0001112478,0.00006405573,0.1052721,0.002532901,0.00004814471,0.0001242814,0.003917233,0.000002470111,0.000001492318,0.01858539,0.687866,0.1814747],"study_design_scores_gemma":[0.001478746,0.00005055268,0.1944709,0.00107639,0.00003376338,0.000002938221,0.2293856,0.00005558662,0.00001535954,0.004608176,0.5685551,0.000266889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1345622,0.01962857,0.0006128127,0.7979822,0.01359865,0.004323129,0.0003102659,0.0001778806,0.02880431],"genre_scores_gemma":[0.9698985,0.001733451,0.001463349,0.01497896,0.0007584123,0.0004984572,0.000202916,0.00007033495,0.01039563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8353363,"threshold_uncertainty_score":0.7705211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03364876313351108,"score_gpt":0.3771947194396811,"score_spread":0.34354595630617,"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."}}