{"id":"W4286744270","doi":"10.2139/ssrn.4156168","title":"Profits, Pandemics, and Lockdown Effectiveness in Nursing Home Networks","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Pandemic; Business; Nursing homes; Nursing; Coronavirus disease 2019 (COVID-19); Medicine","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":[0.009286197,0.0002151017,0.000338919,0.001210743,0.001393482,0.002758323,0.001045453,0.001246294,0.00951363],"category_scores_gemma":[0.07941706,0.00018577,0.0003862696,0.0009309013,0.001695024,0.006716293,0.00263896,0.002254484,0.0006099949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002519994,"about_ca_system_score_gemma":0.001725988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006554741,"about_ca_topic_score_gemma":0.00801547,"domain_scores_codex":[0.9962025,0.001912577,0.0002423055,0.0003273285,0.0005584627,0.0007568441],"domain_scores_gemma":[0.8994002,0.07216742,0.01211035,0.002864082,0.004661121,0.008796756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003583935,0.003365023,0.8411421,0.0001646224,0.000296775,0.0002702429,0.004501723,0.01580003,0.000533347,0.01414595,0.006451305,0.1097449],"study_design_scores_gemma":[0.0005362358,0.005581533,0.8433694,0.0003102178,0.0004525112,0.0004680994,0.05907625,0.04998106,0.001830663,0.03213122,0.006119849,0.0001430862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891557,0.0003155333,0.000353001,0.001554752,0.00004501767,0.0000437828,0.0001058048,0.00002005617,0.008406427],"genre_scores_gemma":[0.9993204,0.00004895822,0.00005597089,0.00007803374,0.00001328801,0.000008949031,0.00003619677,0.000002722448,0.0004353952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00951363,"threshold_uncertainty_score":0.04911065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117162679934189,"score_gpt":0.3392802590744574,"score_spread":0.3281086322751155,"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."}}