{"id":"W3120684412","doi":"10.1080/20479700.2020.1870369","title":"Operational framework for rural hospitals during a pandemic","year":2021,"lang":"en","type":"article","venue":"International Journal of Healthcare Management","topic":"Disaster Response and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Rural area; Public relations; Business; Medicine; Political science; Virology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007487428,0.0001363168,0.0002475337,0.0002417059,0.0002646722,0.00004937864,0.0004190512,0.00008455835,0.000418984],"category_scores_gemma":[0.0002046731,0.0001243687,0.0001823535,0.0001127875,0.00001866327,0.000215193,0.0002851342,0.0003605158,0.00005436707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004601953,"about_ca_system_score_gemma":0.0002479182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002209205,"about_ca_topic_score_gemma":0.00003158636,"domain_scores_codex":[0.9976048,0.0002357549,0.0009448295,0.0001736349,0.0007019928,0.0003389877],"domain_scores_gemma":[0.9977493,0.0002577865,0.000482182,0.0001904745,0.001184947,0.0001352602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002081588,0.0003732885,0.04507266,0.001303681,0.002105924,0.001062734,0.006730121,0.0002164889,0.000249777,0.8617679,0.02094814,0.05808773],"study_design_scores_gemma":[0.009075005,0.000465801,0.2652192,0.005421625,0.0002137409,0.0002064365,0.06599235,0.00010037,0.0001661473,0.117752,0.5347579,0.0006295032],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7907817,0.001535808,0.09291249,0.09504556,0.01162659,0.001529744,0.00009539245,0.00006896356,0.006403766],"genre_scores_gemma":[0.9663216,0.001011768,0.01703394,0.008051269,0.001215093,0.0001500235,0.00003390316,0.00002962204,0.006152723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7440159,"threshold_uncertainty_score":0.5071609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04761431936650962,"score_gpt":0.4613188308173101,"score_spread":0.4137045114508005,"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."}}